出版书籍

自然语言处理:基于预训练模型的方法

电子工业出版社, ISBN: 9787121415128, 2021.

车万翔,崔一鸣,郭江

Deep Learning in Lexical Analysis and Parsing

Springer Singapore, 79--116, ISBN: 9789811052095, 2018.

Che, Wanxiang and Zhang, Yue

基于深度学习的自然语言处理

机械工业出版社, ISBN: 9787111593737, 2018.

Yoav Goldberg (Author),车万翔,郭江,张伟男,刘铭(译)

Python 程序设计

机械工业出版社, ISBN: 9787111526278, 2016.

David I. Schneider (Author),车万翔,赵妍妍,叶麟,袁永峰(译)

Python 程序设计

机械工业出版社, ISBN: 9787111526278, 2016.

David I. Schneider (Author),车万翔,赵妍妍,叶麟,袁永峰(译)

搜索引擎:信息检索实践

机械工业出版社, ISBN: 9787111288084, 2010.

W. Bruce Croft,Donald Metzler and Trevor Strohman,刘挺,秦兵,张宇,车万翔(译)

搜索引擎:信息检索实践

机械工业出版社, ISBN: 9787111288084, 2010.

W. Bruce Croft,Donald Metzler and Trevor Strohman,刘挺,秦兵,张宇,车万翔(译)

信息检索系统导论

机械工业出版社, ISBN: 9787111246077, 2008.

刘挺,秦兵,张宇,车万翔

2024

A Survey on Natural Language Processing for Programming

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 1690--1704, 2024.

Zhu, Qingfu and Luo, Xianzhen and Liu, Fang and Gao, Cuiyun and Che, Wanxiang

A Survey on Natural Language Processing for Programming

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 1690--1704, 2024.

Zhu, Qingfu and Luo, Xianzhen and Liu, Fang and Gao, Cuiyun and Che, Wanxiang

A Two-Stage Framework with Self-Supervised Distillation For Cross-Domain Text Classification

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 1768--1777, 2024.

Feng, Yunlong and Li, Bohan and Qin, Libo and Xu, Xiao and Che, Wanxiang

A Two-Stage Framework with Self-Supervised Distillation For Cross-Domain Text Classification

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 1768--1777, 2024.

Feng, Yunlong and Li, Bohan and Qin, Libo and Xu, Xiao and Che, Wanxiang

Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants’ API Invocation Capabilities

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2342--2353, 2024.

Mu, Honglin and Xu, Yang and Feng, Yunlong and Han, Xiaofeng and Li, Yitong and Hou, Yutai and Che, Wanxiang

Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants’ API Invocation Capabilities

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2342--2353, 2024.

Mu, Honglin and Xu, Yang and Feng, Yunlong and Han, Xiaofeng and Li, Yitong and Hou, Yutai and Che, Wanxiang

Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes

arXiv preprint arXiv:2402.10654, 2024.

Wang, Dingzirui and Dou, Longxu and Zhang, Xuanliang and Zhu, Qingfu and Che, Wanxiang

Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes

arXiv preprint arXiv:2402.10654, 2024.

Wang, Dingzirui and Dou, Longxu and Zhang, Xuanliang and Zhu, Qingfu and Che, Wanxiang

Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models

Proceedings of the AAAI Conference on Artificial Intelligence, 19116--19125, 2024.

Wang, Dingzirui and Dou, Longxu and Zhang, Wenbin and Zeng, Junyu and Che, Wanxiang

Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models

Proceedings of the AAAI Conference on Artificial Intelligence, 19116--19125, 2024.

Wang, Dingzirui and Dou, Longxu and Zhang, Wenbin and Zeng, Junyu and Che, Wanxiang

Exploring Hybrid Question Answering via Program-based Prompting

arXiv preprint arXiv:2402.10812, 2024.

Shi, Qi and Cui, Han and Wang, Haofeng and Zhu, Qingfu and Che, Wanxiang and Liu, Ting

Exploring Hybrid Question Answering via Program-based Prompting

arXiv preprint arXiv:2402.10812, 2024.

Shi, Qi and Cui, Han and Wang, Haofeng and Zhu, Qingfu and Che, Wanxiang and Liu, Ting

Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL

arXiv preprint arXiv:2402.10663, 2024.

Wang, Dingzirui and Dou, Longxu and Zhang, Xuanliang and Zhu, Qingfu and Che, Wanxiang

Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL

arXiv preprint arXiv:2402.10663, 2024.

Wang, Dingzirui and Dou, Longxu and Zhang, Xuanliang and Zhu, Qingfu and Che, Wanxiang

Improving Language Model Reasoning with Self-motivated Learning

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 8840--8852, 2024.

Feng, Yunlong and Xu, Yang and Qin, Libo and Wang, Yasheng and Che, Wanxiang

Improving Language Model Reasoning with Self-motivated Learning

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 8840--8852, 2024.

Feng, Yunlong and Xu, Yang and Qin, Libo and Wang, Yasheng and Che, Wanxiang

LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 10675--10685, 2024.

Wang, Yixuan and Wang, Baoxin and Liu, Yijun and Wu, Dayong and Che, Wanxiang

LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 10675--10685, 2024.

Wang, Yixuan and Wang, Baoxin and Liu, Yijun and Wu, Dayong and Che, Wanxiang

M^3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought

arXiv preprint arXiv:2405.16473, 2024.

Chen, Qiguang and Qin, Libo and Zhang, Jin and Chen, Zhi and Xu, Xiao and Che, Wanxiang

M^3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought

arXiv preprint arXiv:2405.16473, 2024.

Chen, Qiguang and Qin, Libo and Zhang, Jin and Chen, Zhi and Xu, Xiao and Che, Wanxiang

Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training

arXiv preprint arXiv:2406.17404, 2024.

Wang, Yixuan and Luo, Xianzhen and Wei, Fuxuan and Liu, Yijun and Zhu, Qingfu and Zhang, Xuanyu and Yang, Qing and Xu, Dongliang and Che, Wanxiang

Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training

arXiv preprint arXiv:2406.17404, 2024.

Wang, Yixuan and Luo, Xianzhen and Wei, Fuxuan and Liu, Yijun and Zhu, Qingfu and Zhang, Xuanyu and Yang, Qing and Xu, Dongliang and Che, Wanxiang

OneBit: Towards Extremely Low-bit Large Language Models

arXiv preprint arXiv:2402.11295, 2024.

Xu, Yuzhuang and Han, Xu and Yang, Zonghan and Wang, Shuo and Zhu, Qingfu and Liu, Zhiyuan and Liu, Weidong and Che, Wanxiang

OneBit: Towards Extremely Low-bit Large Language Models

arXiv preprint arXiv:2402.11295, 2024.

Xu, Yuzhuang and Han, Xu and Yang, Zonghan and Wang, Shuo and Zhu, Qingfu and Liu, Zhiyuan and Liu, Weidong and Che, Wanxiang

Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement

arXiv preprint arXiv:2406.17233, 2024.

Feng, Yunlong and Xu, Yang and Teng, Dechuan and Mu, Honglin and Xu, Xiao and Qin, Libo and Che, Wanxiang and Zhu, Qingfu

Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement

arXiv preprint arXiv:2406.17233, 2024.

Feng, Yunlong and Xu, Yang and Teng, Dechuan and Mu, Honglin and Xu, Xiao and Qin, Libo and Che, Wanxiang and Zhu, Qingfu

Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification

Proceedings of the AAAI Conference on Artificial Intelligence, 3018--3027, 2024.

Li, Bohan and Xu, Xiao and Wang, Xinghao and Hou, Yutai and Feng, Yunlong and Wang, Feng and Zhang, Xuanliang and Zhu, Qingfu and Che, Wanxiang

Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification

Proceedings of the AAAI Conference on Artificial Intelligence, 3018--3027, 2024.

Li, Bohan and Xu, Xiao and Wang, Xinghao and Hou, Yutai and Feng, Yunlong and Wang, Feng and Zhang, Xuanliang and Zhu, Qingfu and Che, Wanxiang

2023

A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding

ArXiv preprint, abs/2304.04256, 2023.

Wenbo Pan and Qiguang Chen and Xiao Xu and Wanxiang Che and Libo Qin

A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding

ArXiv preprint, abs/2304.04256, 2023.

Wenbo Pan and Qiguang Chen and Xiao Xu and Wanxiang Che and Libo Qin

BridgeTower: Building Bridges Between Encoders in Vision-Language Representation Learning

Proceedings of the AAAI Conference on Artificial Intelligence, 37(9), 10637-10647.

Xiao Xu and Chenfei Wu and Shachar Rosenman and Vasudev Lal and Wanxiang Che and Nan Duan

BridgeTower: Building Bridges Between Encoders in Vision-Language Representation Learning

Proceedings of the AAAI Conference on Artificial Intelligence, 37(9), 10637-10647.

Xiao Xu and Chenfei Wu and Shachar Rosenman and Vasudev Lal and Wanxiang Che and Nan Duan

Combating with extremely noisy samples in weakly supervised slot filling for automatic diagnosis

Frontiers Comput. Sci., 175333, 2023.

Xiaoming Shi and Wanxiang Che

Combating with extremely noisy samples in weakly supervised slot filling for automatic diagnosis

Frontiers Comput. Sci., 175333, 2023.

Xiaoming Shi and Wanxiang Che

Controllable Data Augmentation for Context-Dependent Text-to-SQL

ArXiv preprint, abs/2304.13902, 2023.

Dingzirui Wang and Longxu Dou and Wanxiang Che

Controllable Data Augmentation for Context-Dependent Text-to-SQL

ArXiv preprint, abs/2304.13902, 2023.

Dingzirui Wang and Longxu Dou and Wanxiang Che

Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2695--2709, 2023.

Qin, Libo and Chen, Qiguang and Wei, Fuxuan and Huang, Shijue and Che, Wanxiang

Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2695--2709, 2023.

Qin, Libo and Chen, Qiguang and Wei, Fuxuan and Huang, Shijue and Che, Wanxiang

CSED: A Chinese Semantic Error Diagnosis Corpus

ArXiv preprint, abs/2305.05183, 2023.

Bo Sun and Baoxin Wang and Yixuan Wang and Wanxiang Che and Dayong Wu and Shijin Wang and Ting Liu

CSED: A Chinese Semantic Error Diagnosis Corpus

ArXiv preprint, abs/2305.05183, 2023.

Bo Sun and Baoxin Wang and Yixuan Wang and Wanxiang Che and Dayong Wu and Shijin Wang and Ting Liu

Improving cross-lingual language understanding with consistency regularization-based fine-tuning

International Journal of Machine Learning and Cybernetics, 2023.

Zheng, Bo and Che, Wanxiang

Improving cross-lingual language understanding with consistency regularization-based fine-tuning

International Journal of Machine Learning and Cybernetics, 2023.

Zheng, Bo and Che, Wanxiang

Language Anisotropic Cross-Lingual Model Editing

ArXiv preprint, abs/2205.12677, 2023.

Yang Xu and Yutai Hou and Wanxiang Che and Min Zhang

Language Anisotropic Cross-Lingual Model Editing

ArXiv preprint, abs/2205.12677, 2023.

Yang Xu and Yutai Hou and Wanxiang Che and Min Zhang

ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning

ArXiv preprint, abs/2306.00103, 2023.

Xiao Xu and Bei Li and Chenfei Wu and Shao-Yen Tseng and Anahita Bhiwandiwalla and Shachar Rosenman and Vasudev Lal and Wanxiang Che and Nan Duan

ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning

ArXiv preprint, abs/2306.00103, 2023.

Xiao Xu and Bei Li and Chenfei Wu and Shao-Yen Tseng and Anahita Bhiwandiwalla and Shachar Rosenman and Vasudev Lal and Wanxiang Che and Nan Duan

MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification

ArXiv preprint, abs/2306.08892, 2023.

Hongyuan Dong and Weinan Zhang and Wanxiang Che

MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification

ArXiv preprint, abs/2306.08892, 2023.

Hongyuan Dong and Weinan Zhang and Wanxiang Che

MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning

ArXiv preprint, abs/2304.09402, 2023.

Bohan Li and Longxu Dou and Yutai Hou and Yunlong Feng and Honglin Mu and Wanxiang Che

MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning

ArXiv preprint, abs/2304.09402, 2023.

Bohan Li and Longxu Dou and Yutai Hou and Yunlong Feng and Honglin Mu and Wanxiang Che

Modularized Pre-Training for End-to-End Task-Oriented Dialogue

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1601-1610, 2023.

Qin, Libo and Xu, Xiao and Wang, Lehan and Zhang, Yue and Che, Wanxiang

Modularized Pre-Training for End-to-End Task-Oriented Dialogue

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1601-1610, 2023.

Qin, Libo and Xu, Xiao and Wang, Lehan and Zhang, Yue and Che, Wanxiang

OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding

ArXiv preprint, abs/2305.10231, 2023.

Libo Qin and Qiguang Chen and Xiao Xu and Yunlong Feng and Wanxiang Che

OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding

ArXiv preprint, abs/2305.10231, 2023.

Libo Qin and Qiguang Chen and Xiao Xu and Yunlong Feng and Wanxiang Che

Semantic-Guided Image Augmentation with Pre-trained Models

ArXiv preprint, abs/2302.02070, 2023.

Bohan Li and Xinghao Wang and Xiao Xu and Yutai Hou and Yunlong Feng and Feng Wang and Wanxiang Che

Semantic-Guided Image Augmentation with Pre-trained Models

ArXiv preprint, abs/2302.02070, 2023.

Bohan Li and Xinghao Wang and Xiao Xu and Yutai Hou and Yunlong Feng and Feng Wang and Wanxiang Che

Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 5240--5253, 2022

Longxu Dou and Yan Gao and Xuqi Liu and Mingyang Pan and Dingzirui Wang and Wanxiang Che and Dechen Zhan and Min-Yen Kan and Jian-Guang Lou

Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 5240--5253, 2022

Longxu Dou and Yan Gao and Xuqi Liu and Mingyang Pan and Dingzirui Wang and Wanxiang Che and Dechen Zhan and Min-Yen Kan and Jian-Guang Lou

2022

Adaptive Unsupervised Self-training for Disfluency Detection

Proceedings of the 29th International Conference on Computational Linguistics, 7209--7218, 2022.

Wang, Zhongyuan and Wang, Yixuan and Wang, Shaolei and Che, Wanxiang

Adaptive Unsupervised Self-training for Disfluency Detection

Proceedings of the 29th International Conference on Computational Linguistics, 7209--7218, 2022.

Wang, Zhongyuan and Wang, Yixuan and Wang, Shaolei and Che, Wanxiang

CCTC: A Cross-Sentence Chinese Text Correction Dataset for Native Speakers

Proceedings of the 29th International Conference on Computational Linguistics, 3331--3341, 2022.

Wang, Baoxin and Duan, Xingyi and Wu, Dayong and Che, Wanxiang and Chen, Zhigang and Hu, Guoping

CCTC: A Cross-Sentence Chinese Text Correction Dataset for Native Speakers

Proceedings of the 29th International Conference on Computational Linguistics, 3331--3341, 2022.

Wang, Baoxin and Duan, Xingyi and Wu, Dayong and Che, Wanxiang and Chen, Zhigang and Hu, Guoping

CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue

Proceedings of the 29th International Conference on Computational Linguistics, 461--470, 2022.

Qin, Libo and Chen, Qiguang and Xie, Tianbao and Liu, Qian and Huang, Shijue and Che, Wanxiang and Yu, Zhou

CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue

Proceedings of the 29th International Conference on Computational Linguistics, 461--470, 2022.

Qin, Libo and Chen, Qiguang and Xie, Tianbao and Liu, Qian and Huang, Shijue and Che, Wanxiang and Yu, Zhou

Data augmentation approaches in natural language processing: A survey

AI Open, 2022.

Li, Bohan and Hou, Yutai and Che, Wanxiang

Data augmentation approaches in natural language processing: A survey

AI Open, 2022.

Li, Bohan and Hou, Yutai and Che, Wanxiang

ExpMRC: explainability evaluation for machine reading comprehension

Heliyon, e09290, 2022.

Cui, Yiming and Liu, Ting and Che, Wanxiang and Chen, Zhigang and Wang, Shijin

ExpMRC: explainability evaluation for machine reading comprehension

Heliyon, e09290, 2022.

Cui, Yiming and Liu, Ting and Che, Wanxiang and Chen, Zhigang and Wang, Shijin

FewJoint: few-shot learning for joint dialogue understanding

International Journal of Machine Learning and Cybernetics, 1--15, 2022.

Hou, Yutai and Wang, Xinghao and Chen, Cheng and Li, Bohan and Che, Wanxiang and Chen, Zhigang

FewJoint: few-shot learning for joint dialogue understanding

International Journal of Machine Learning and Cybernetics, 1--15, 2022.

Hou, Yutai and Wang, Xinghao and Chen, Cheng and Li, Bohan and Che, Wanxiang and Chen, Zhigang

GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2677--2686, 2022

Qin, Libo and Chen, Qiguang and Xie, Tianbao and Li, Qixin and Lou, Jian-Guang and Che, Wanxiang and Kan, Min-Yen

GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2677--2686, 2022

Qin, Libo and Chen, Qiguang and Xie, Tianbao and Li, Qixin and Lou, Jian-Guang and Che, Wanxiang and Kan, Min-Yen

Graph-Grounded Goal Planning for Conversational Recommendation

IEEE Transactions on Knowledge and Data Engineering, 2022.

Liu, Zeming and Zhou, Ding and Liu, Hao and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Liu, Ting and Xiong, Hui

Graph-Grounded Goal Planning for Conversational Recommendation

IEEE Transactions on Knowledge and Data Engineering, 2022.

Liu, Zeming and Zhou, Ding and Liu, Hao and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Liu, Ting and Xiong, Hui

Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition

ArXiv preprint, abs/2204.07464, 2022.

Sun, Bo and Wang, Baoxin and Che, Wanxiang and Wu, Dayong and Chen, Zhigang and Liu, Ting

Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition

ArXiv preprint, abs/2204.07464, 2022.

Sun, Bo and Wang, Baoxin and Che, Wanxiang and Wu, Dayong and Chen, Zhigang and Liu, Ting

InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities

ArXiv preprint, abs/2202.04897, 2022.

Wang, Baoxin and Meng, Qingye and Wang, Ziyue and Wu, Dayong and Che, Wanxiang and Wang, Shijin and Chen, Zhigang and Liu, Cong

InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities

ArXiv preprint, abs/2202.04897, 2022.

Wang, Baoxin and Meng, Qingye and Wang, Ziyue and Wu, Dayong and Che, Wanxiang and Wang, Shijin and Chen, Zhigang and Liu, Cong

Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging

Findings of the Association for Computational Linguistics: ACL 2022, 637--647

Hou, Yutai and Chen, Cheng and Luo, Xianzhen and Li, Bohan and Che, Wanxiang

Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging

Findings of the Association for Computational Linguistics: ACL 2022, 637--647

Hou, Yutai and Chen, Cheng and Luo, Xianzhen and Li, Bohan and Che, Wanxiang

Learning-based Hybrid Local Search for the Hard-label Textual Attack

ArXiv preprint, abs/2201.08193, 2022.

Yu, Zhen and Wang, Xiaosen and Che, Wanxiang and He, Kun

Learning-based Hybrid Local Search for the Hard-label Textual Attack

ArXiv preprint, abs/2201.08193, 2022.

Yu, Zhen and Wang, Xiaosen and Che, Wanxiang and He, Kun

MetaPrompting: Learning to Learn Better Prompts

Proceedings of the 29th International Conference on Computational Linguistics, 3251--3262, 2022.

Hou, Yutai and Dong, Hongyuan and Wang, Xinghao and Li, Bohan and Che, Wanxiang

MetaPrompting: Learning to Learn Better Prompts

Proceedings of the 29th International Conference on Computational Linguistics, 3251--3262, 2022.

Hou, Yutai and Dong, Hongyuan and Wang, Xinghao and Li, Bohan and Che, Wanxiang

Multilingual multi-aspect explainability analyses on machine reading comprehension models

Iscience, 104176, 2022.

Cui, Yiming and Zhang, Wei-Nan and Che, Wanxiang and Liu, Ting and Chen, Zhigang and Wang, Shijin

Multilingual multi-aspect explainability analyses on machine reading comprehension models

Iscience, 104176, 2022.

Cui, Yiming and Zhang, Wei-Nan and Che, Wanxiang and Liu, Ting and Chen, Zhigang and Wang, Shijin

Overview of CTC 2021: Chinese Text Correction for Native Speakers

ArXiv preprint, abs/2208.05681, 2022.

Zhao, Honghong and Wang, Baoxin and Wu, Dayong and Che, Wanxiang and Chen, Zhigang and Wang, Shijin

Overview of CTC 2021: Chinese Text Correction for Native Speakers

ArXiv preprint, abs/2208.05681, 2022.

Zhao, Honghong and Wang, Baoxin and Wu, Dayong and Che, Wanxiang and Chen, Zhigang and Wang, Shijin

Simple and Effective Graph-to-Graph Annotation Conversion

Proceedings of the 29th International Conference on Computational Linguistics, 5450--5460, 2022.

Wang, Yuxuan and Lei, Zhilin and Ji, Yuqiu and Che, Wanxiang

Simple and Effective Graph-to-Graph Annotation Conversion

Proceedings of the 29th International Conference on Computational Linguistics, 5450--5460, 2022.

Wang, Yuxuan and Lei, Zhilin and Ji, Yuqiu and Che, Wanxiang

Teaching machines to read, answer and explain

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1483--1492, 2022.

Cui, Yiming and Liu, Ting and Che, Wanxiang and Chen, Zhigang and Wang, Shijin

Teaching machines to read, answer and explain

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1483--1492, 2022.

Cui, Yiming and Liu, Ting and Che, Wanxiang and Chen, Zhigang and Wang, Shijin

Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding

Proceedings of the AAAI Conference on Artificial Intelligence, 11575--11585, 2022.

Xu, Xiao and Qin, Libo and Chen, Kaiji and Wu, Guoxing and Li, Linlin and Che, Wanxiang

Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding

Proceedings of the AAAI Conference on Artificial Intelligence, 11575--11585, 2022.

Xu, Xiao and Qin, Libo and Chen, Kaiji and Wu, Guoxing and Li, Linlin and Che, Wanxiang

UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL

ArXiv preprint, abs/2203.07781, 2022.

Dou, Longxu and Gao, Yan and Pan, Mingyang and Wang, Dingzirui and Lou, Jian-Guang and Che, Wanxiang and Zhan, Dechen

UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL

ArXiv preprint, abs/2203.07781, 2022.

Dou, Longxu and Gao, Yan and Pan, Mingyang and Wang, Dingzirui and Lou, Jian-Guang and Che, Wanxiang and Zhan, Dechen

2021

A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples

Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2344--2354, 2021.

Wang, Yuxuan and Che, Wanxiang and Titov, Ivan and Cohen, Shay B. and Lei, Zhilin and Liu, Ting

A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples

Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2344--2354, 2021.

Wang, Yuxuan and Che, Wanxiang and Titov, Ivan and Cohen, Shay B. and Lei, Zhilin and Liu, Ting

A survey on spoken language understanding: Recent advances and new frontiers

ArXiv preprint, abs/2103.03095, 2021.

Qin, Libo and Xie, Tianbao and Che, Wanxiang and Liu, Ting

A survey on spoken language understanding: Recent advances and new frontiers

ArXiv preprint, abs/2103.03095, 2021.

Qin, Libo and Xie, Tianbao and Che, Wanxiang and Liu, Ting

Adversarial Training for Machine Reading Comprehension with Virtual Embeddings

Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, 308--313, 2021.

Yang, Ziqing and Cui, Yiming and Si, Chenglei and Che, Wanxiang and Liu, Ting and Wang, Shijin and Hu, Guoping

Adversarial Training for Machine Reading Comprehension with Virtual Embeddings

Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, 308--313, 2021.

Yang, Ziqing and Cui, Yiming and Si, Chenglei and Che, Wanxiang and Liu, Ting and Wang, Shijin and Hu, Guoping

Allocating large vocabulary capacity for cross-lingual language model pre-training

ArXiv preprint, abs/2109.07306, 2021.

Zheng, Bo and Dong, Li and Huang, Shaohan and Singhal, Saksham and Che, Wanxiang and Liu, Ting and Song, Xia and Wei, Furu

Allocating large vocabulary capacity for cross-lingual language model pre-training

ArXiv preprint, abs/2109.07306, 2021.

Zheng, Bo and Dong, Li and Huang, Shaohan and Singhal, Saksham and Che, Wanxiang and Liu, Ting and Song, Xia and Wei, Furu

Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer

ArXiv preprint, abs/2106.01732, 2021.

Yang, Ziqing and Ma, Wentao and Cui, Yiming and Ye, Jiani and Che, Wanxiang and Wang, Shijin

Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer

ArXiv preprint, abs/2106.01732, 2021.

Yang, Ziqing and Ma, Wentao and Cui, Yiming and Ye, Jiani and Che, Wanxiang and Wang, Shijin

C2c-genda: Cluster-to-cluster generation for data augmentation of slot filling

Proceedings of the AAAI Conference on Artificial Intelligence, 13027--13035, 2021.

Hou, Yutai and Chen, Sanyuan and Che, Wanxiang and Chen, Cheng and Liu, Ting

C2c-genda: Cluster-to-cluster generation for data augmentation of slot filling

Proceedings of the AAAI Conference on Artificial Intelligence, 13027--13035, 2021.

Hou, Yutai and Chen, Sanyuan and Che, Wanxiang and Chen, Cheng and Liu, Ting

Character-Level Syntax Infusion in Pre-Trained Models for Chinese Semantic Role Labeling

International Journal of Machine Learning and Cybernetics, 3503--3515, 2021.

Wang, Yuxuan and Lei, Zhilin and Che, Wanxiang

Character-Level Syntax Infusion in Pre-Trained Models for Chinese Semantic Role Labeling

International Journal of Machine Learning and Cybernetics, 3503--3515, 2021.

Wang, Yuxuan and Lei, Zhilin and Che, Wanxiang

Consistency Regularization for Cross-Lingual Fine-Tuning

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 3403--3417, 2021.

Zheng, Bo and Dong, Li and Huang, Shaohan and Wang, Wenhui and Chi, Zewen and Singhal, Saksham and Che, Wanxiang and Liu, Ting and Song, Xia and Wei, Furu

Consistency Regularization for Cross-Lingual Fine-Tuning

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 3403--3417, 2021.

Zheng, Bo and Dong, Li and Huang, Shaohan and Wang, Wenhui and Chi, Zewen and Singhal, Saksham and Che, Wanxiang and Liu, Ting and Song, Xia and Wei, Furu

Discovering Dialog Structure Graph for Coherent Dialog Generation

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 1726--1739, 2021.

Xu, Jun and Lei, Zeyang and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang

Discovering Dialog Structure Graph for Coherent Dialog Generation

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 1726--1739, 2021.

Xu, Jun and Lei, Zeyang and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang

Discovering Drug-Target Interaction Knowledge from Biomedical Literature

ArXiv preprint, abs/2109.13187, 2021.

Hou, Yutai and Xia, Yingce and Wu, Lijun and Xie, Shufang and Fan, Yang and Zhu, Jinhua and Che, Wanxiang and Qin, Tao and Liu, Tie-Yan

Discovering Drug-Target Interaction Knowledge from Biomedical Literature

ArXiv preprint, abs/2109.13187, 2021.

Hou, Yutai and Xia, Yingce and Wu, Lijun and Xie, Shufang and Fan, Yang and Zhu, Jinhua and Che, Wanxiang and Qin, Tao and Liu, Tie-Yan

Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System

ArXiv preprint, abs/2109.11292, 2021.

Qin, Libo and Xie, Tianbao and Huang, Shijue and Chen, Qiguang and Xu, Xiao and Che, Wanxiang

Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System

ArXiv preprint, abs/2109.11292, 2021.

Qin, Libo and Xie, Tianbao and Huang, Shijue and Chen, Qiguang and Xu, Xiao and Che, Wanxiang

Durecdial 2.0: A bilingual parallel corpus for conversational recommendation

ArXiv preprint, abs/2109.08877, 2021.

Liu, Zeming and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang

Durecdial 2.0: A bilingual parallel corpus for conversational recommendation

ArXiv preprint, abs/2109.08877, 2021.

Liu, Zeming and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang

Dynamic Connected Networks for Chinese Spelling Check

Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2437--2446, 2021.

Wang, Baoxin and Che, Wanxiang and Wu, Dayong and Wang, Shijin and Hu, Guoping and Liu, Ting

Dynamic Connected Networks for Chinese Spelling Check

Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2437--2446, 2021.

Wang, Baoxin and Che, Wanxiang and Wu, Dayong and Wang, Shijin and Hu, Guoping and Liu, Ting

Few-shot learning for multi-label intent detection

Proceedings of the AAAI Conference on Artificial Intelligence, 13036--13044, 2021.

Hou, Yutai and Lai, Yongkui and Wu, Yushan and Che, Wanxiang and Liu, Ting

Few-shot learning for multi-label intent detection

Proceedings of the AAAI Conference on Artificial Intelligence, 13036--13044, 2021.

Hou, Yutai and Lai, Yongkui and Wu, Yushan and Che, Wanxiang and Liu, Ting

GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 178--188, 2021.

Qin, Libo and Wei, Fuxuan and Xie, Tianbao and Xu, Xiao and Che, Wanxiang and Liu, Ting

GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 178--188, 2021.

Qin, Libo and Wei, Fuxuan and Xie, Tianbao and Xu, Xiao and Che, Wanxiang and Liu, Ting

Knowing where to leverage: Context-aware graph convolutional network with an adaptive fusion layer for contextual spoken language understanding

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1280--1289, 2021.

Qin, Libo and Che, Wanxiang and Ni, Minheng and Li, Yangming and Liu, Ting

Knowing where to leverage: Context-aware graph convolutional network with an adaptive fusion layer for contextual spoken language understanding

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1280--1289, 2021.

Qin, Libo and Che, Wanxiang and Ni, Minheng and Li, Yangming and Liu, Ting

LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2579--2591, 2021.

Xu, Yang and Xu, Yiheng and Lv, Tengchao and Cui, Lei and Wei, Furu and Wang, Guoxin and Lu, Yijuan and Florencio, Dinei and Zhang, Cha and Che, Wanxiang and Zhang, Min and Zhou, Lidong

LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2579--2591, 2021.

Xu, Yang and Xu, Yiheng and Lv, Tengchao and Cui, Lei and Wei, Furu and Wang, Guoxin and Lu, Yijuan and Florencio, Dinei and Zhang, Cha and Che, Wanxiang and Zhang, Min and Zhou, Lidong

Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling

Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 3190--3200, 2021.

Hou, Yutai and Lai, Yongkui and Chen, Cheng and Che, Wanxiang and Liu, Ting

Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling

Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 3190--3200, 2021.

Hou, Yutai and Lai, Yongkui and Chen, Cheng and Che, Wanxiang and Liu, Ting

N-LTP: An Open-source Neural Language Technology Platform for Chinese

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 42--49, 2021.

Che, Wanxiang and Feng, Yunlong and Qin, Libo and Liu, Ting

N-LTP: An Open-source Neural Language Technology Platform for Chinese

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 42--49, 2021.

Che, Wanxiang and Feng, Yunlong and Qin, Libo and Liu, Ting

Nl-augmenter: A framework for task-sensitive natural language augmentation

ArXiv preprint, abs/2112.02721, 2021.

Dhole, Kaustubh D and Gangal, Varun and Gehrmann, Sebastian and Gupta, Aadesh and Li, Zhenhao and Mahamood, Saad and Mahendiran, Abinaya and Mille, Simon and Srivastava, Ashish and Tan, Samson and others

Nl-augmenter: A framework for task-sensitive natural language augmentation

ArXiv preprint, abs/2112.02721, 2021.

Dhole, Kaustubh D and Gangal, Varun and Gehrmann, Sebastian and Gupta, Aadesh and Li, Zhenhao and Mahamood, Saad and Mahendiran, Abinaya and Mille, Simon and Srivastava, Ashish and Tan, Samson and others

Understanding attention in machine reading comprehension

ArXiv preprint, abs/2108.11574, 2021.

Cui, Yiming and Zhang, Wei-Nan and Che, Wanxiang and Liu, Ting and Chen, Zhigang

Understanding attention in machine reading comprehension

ArXiv preprint, abs/2108.11574, 2021.

Cui, Yiming and Zhang, Wei-Nan and Che, Wanxiang and Liu, Ting and Chen, Zhigang

Understanding Patient Query with Weak Supervision from Doctor Response

IEEE Journal of Biomedical and Health Informatics, 2021.

Shi, Xiaoming and Zhao, Sendong and Wang, Yuxuan and Chen, Xi and Zhang, Ziheng and Zheng, Yefeng and Che, Wanxiang

Understanding Patient Query with Weak Supervision from Doctor Response

IEEE Journal of Biomedical and Health Informatics, 2021.

Shi, Xiaoming and Zhao, Sendong and Wang, Yuxuan and Chen, Xi and Zhang, Ziheng and Zheng, Yefeng and Che, Wanxiang

2020

A co-interactive transformer for joint slot filling and intent detection

ArXiv preprint, abs/2010.03880, 2020.

Qin, Libo and Liu, Tailu and Che, Wanxiang and Kang, Bingbing and Zhao, Sendong and Liu, Ting

A co-interactive transformer for joint slot filling and intent detection

ArXiv preprint, abs/2010.03880, 2020.

Qin, Libo and Liu, Tailu and Che, Wanxiang and Kang, Bingbing and Zhao, Sendong and Liu, Ting

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension

Proceedings of the 28th International Conference on Computational Linguistics, 6717--6723, 2020.

Cui, Yiming and Liu, Ting and Yang, Ziqing and Chen, Zhipeng and Ma, Wentao and Che, Wanxiang and Wang, Shijin and Hu, Guoping

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension

Proceedings of the 28th International Conference on Computational Linguistics, 6717--6723, 2020.

Cui, Yiming and Liu, Ting and Yang, Ziqing and Chen, Zhipeng and Ma, Wentao and Che, Wanxiang and Wang, Shijin and Hu, Guoping

AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling

Findings of the Association for Computational Linguistics: EMNLP 2020, 1807--1816, 2020.

Qin, Libo and Xu, Xiao and Che, Wanxiang and Liu, Ting

AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling

Findings of the Association for Computational Linguistics: EMNLP 2020, 1807--1816, 2020.

Qin, Libo and Xu, Xiao and Che, Wanxiang and Liu, Ting

Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 1813--1822, 2020.

Wang, Shaolei and Wang, Zhongyuan and Che, Wanxiang and Liu, Ting

Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 1813--1822, 2020.

Wang, Shaolei and Wang, Zhongyuan and Che, Wanxiang and Liu, Ting

Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1835--1845, 2020.

Xu, Jun and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Liu, Ting

Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1835--1845, 2020.

Xu, Jun and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Liu, Ting

CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-ShotCross-Lingual NLP

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI} 2020, 3853--3860, 2020.

Libo Qin and Minheng Ni and Yue Zhang and Wanxiang Che

CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-ShotCross-Lingual NLP

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI} 2020, 3853--3860, 2020.

Libo Qin and Minheng Ni and Yue Zhang and Wanxiang Che

Dcr-net: A deep co-interactive relation network for joint dialog act recognition and sentiment classification

Proceedings of the AAAI conference on artificial intelligence, 8665--8672, 2020.

Qin, Libo and Che, Wanxiang and Li, Yangming and Ni, Mingheng and Liu, Ting

Dcr-net: A deep co-interactive relation network for joint dialog act recognition and sentiment classification

Proceedings of the AAAI conference on artificial intelligence, 8665--8672, 2020.

Qin, Libo and Che, Wanxiang and Li, Yangming and Ni, Mingheng and Liu, Ting

Discovering dialog structure graph for open-domain dialog generation

ArXiv preprint, abs/2012.15543, 2020.

Xu, Jun and Lei, Zeyang and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Liu, Ting

Discovering dialog structure graph for open-domain dialog generation

ArXiv preprint, abs/2012.15543, 2020.

Xu, Jun and Lei, Zeyang and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Liu, Ting

Discriminative Sentence Modeling for Story Ending Prediction

The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020, 7602--7609, 2020.

Yiming Cui and Wanxiang Che and Wei{-}Nan Zhang and Ting Liu and Shijin Wang and Guoping Hu

Discriminative Sentence Modeling for Story Ending Prediction

The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020, 7602--7609, 2020.

Yiming Cui and Wanxiang Che and Wei{-}Nan Zhang and Ting Liu and Shijin Wang and Guoping Hu

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 6708--6718, 2020.

Zheng, Bo and Wen, Haoyang and Liang, Yaobo and Duan, Nan and Che, Wanxiang and Jiang, Daxin and Zhou, Ming and Liu, Ting

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 6708--6718, 2020.

Zheng, Bo and Wen, Haoyang and Liang, Yaobo and Duan, Nan and Che, Wanxiang and Jiang, Daxin and Zhou, Ming and Liu, Ting

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 6344--6354, 2020.

Qin, Libo and Xu, Xiao and Che, Wanxiang and Zhang, Yue and Liu, Ting

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 6344--6354, 2020.

Qin, Libo and Xu, Xiao and Che, Wanxiang and Zhang, Yue and Liu, Ting

Enhancing Dialog Coherence with Event Graph Grounded Content Planning

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI} 2020, 3941--3947, 2020.

Jun Xu and Zeyang Lei and Haifeng Wang and Zheng{-}Yu Niu and Hua Wu and Wanxiang Che

Enhancing Dialog Coherence with Event Graph Grounded Content Planning

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI} 2020, 3941--3947, 2020.

Jun Xu and Zeyang Lei and Haifeng Wang and Zheng{-}Yu Niu and Hua Wu and Wanxiang Che

Exploring segment representations for neural semi-Markov conditional random fields

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 813--824, 2020.

Liu, Yijia and Che, Wanxiang and Qin, Bing and Liu, Ting

Exploring segment representations for neural semi-Markov conditional random fields

IEEE/ACM Transactions on Audio, Speech, and Language Processing, 813--824, 2020.

Liu, Yijia and Che, Wanxiang and Qin, Bing and Liu, Ting

Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1381--1393, 2020.

Hou, Yutai and Che, Wanxiang and Lai, Yongkui and Zhou, Zhihan and Liu, Yijia and Liu, Han and Liu, Ting

Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1381--1393, 2020.

Hou, Yutai and Che, Wanxiang and Lai, Yongkui and Zhou, Zhihan and Liu, Yijia and Liu, Han and Liu, Ting

Fewjoint: a few-shot learning benchmark for joint language understanding

ArXiv preprint, abs/2009.08138, 2020.

Hou, Yutai and Mao, Jiafeng and Lai, Yongkui and Chen, Cheng and Che, Wanxiang and Chen, Zhigang and Liu, Ting

Fewjoint: a few-shot learning benchmark for joint language understanding

ArXiv preprint, abs/2009.08138, 2020.

Hou, Yutai and Mao, Jiafeng and Lai, Yongkui and Chen, Cheng and Che, Wanxiang and Chen, Zhigang and Liu, Ting

From static to dynamic word representations: a survey

International Journal of Machine Learning and Cybernetics, 1611--1630, 2020.

Wang, Yuxuan and Hou, Yutai and Che, Wanxiang and Liu, Ting

From static to dynamic word representations: a survey

International Journal of Machine Learning and Cybernetics, 1611--1630, 2020.

Wang, Yuxuan and Hou, Yutai and Che, Wanxiang and Liu, Ting

HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser

Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing, 65--72, 2020.

Dou, Longxu and Feng, Yunlong and Ji, Yuqiu and Che, Wanxiang and Liu, Ting

HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser

Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing, 65--72, 2020.

Dou, Longxu and Feng, Yunlong and Ji, Yuqiu and Che, Wanxiang and Liu, Ting

Injecting word information with multi-level word adapter for chinese spoken language understanding

ArXiv preprint, abs/2010.03903, 2020.

Teng, Dechuan and Qin, Libo and Che, Wanxiang and Zhao, Sendong and Liu, Ting

Injecting word information with multi-level word adapter for chinese spoken language understanding

ArXiv preprint, abs/2010.03903, 2020.

Teng, Dechuan and Qin, Libo and Che, Wanxiang and Zhao, Sendong and Liu, Ting

Keywords Generation Improves E-Commerce Session-based Recommendation

{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 1604--1614, 2020.

Yuanxing Liu and Zhaochun Ren and Wei{-}Nan Zhang and Wanxiang Che and Ting Liu and Dawei Yin

Keywords Generation Improves E-Commerce Session-based Recommendation

{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 1604--1614, 2020.

Yuanxing Liu and Zhaochun Ren and Wei{-}Nan Zhang and Wanxiang Che and Ting Liu and Dawei Yin

Knowledge graph grounded goal planning for open-domain conversation generation

Proceedings of the AAAI Conference on Artificial Intelligence, 9338--9345, 2020.

Xu, Jun and Wang, Haifeng and Niu, Zhengyu and Wu, Hua and Che, Wanxiang

Knowledge graph grounded goal planning for open-domain conversation generation

Proceedings of the AAAI Conference on Artificial Intelligence, 9338--9345, 2020.

Xu, Jun and Wang, Haifeng and Niu, Zhengyu and Wu, Hua and Che, Wanxiang

Multi-domain spoken language understanding using domain-and task-aware parameterization

ArXiv preprint, abs/2004.14871, 2020.

Qin, Libo and Wei, Fuxuan and Ni, Minheng and Zhang, Yue and Che, Wanxiang and Li, Yangming and Liu, Ting

Multi-domain spoken language understanding using domain-and task-aware parameterization

ArXiv preprint, abs/2004.14871, 2020.

Qin, Libo and Wei, Fuxuan and Ni, Minheng and Zhang, Yue and Che, Wanxiang and Li, Yangming and Liu, Ting

Multi-task self-supervised learning for disfluency detection

Proceedings of the AAAI Conference on Artificial Intelligence, 9193--9200, 2020.

Wang, Shaolei and Che, Wanxiang and Liu, Qi and Qin, Pengda and Liu, Ting and Wang, William Yang

Multi-task self-supervised learning for disfluency detection

Proceedings of the AAAI Conference on Artificial Intelligence, 9193--9200, 2020.

Wang, Shaolei and Che, Wanxiang and Liu, Qi and Qin, Pengda and Liu, Ting and Wang, William Yang

Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 7870--7881, 2020.

Chen, Sanyuan and Hou, Yutai and Cui, Yiming and Che, Wanxiang and Liu, Ting and Yu, Xiangzhan

Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 7870--7881, 2020.

Chen, Sanyuan and Hou, Yutai and Cui, Yiming and Che, Wanxiang and Liu, Ting and Yu, Xiangzhan

Revisiting Pre-Trained Models for Chinese Natural Language Processing

Findings of the Association for Computational Linguistics: EMNLP 2020, 657--668, 2020.

Cui, Yiming and Che, Wanxiang and Liu, Ting and Qin, Bing and Wang, Shijin and Hu, Guoping

Revisiting Pre-Trained Models for Chinese Natural Language Processing

Findings of the Association for Computational Linguistics: EMNLP 2020, 657--668, 2020.

Cui, Yiming and Che, Wanxiang and Liu, Ting and Qin, Bing and Wang, Shijin and Hu, Guoping

Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 97--106, 2020.

Li, Yangming and Yao, Kaisheng and Qin, Libo and Che, Wanxiang and Li, Xiaolong and Liu, Ting

Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 97--106, 2020.

Li, Yangming and Yao, Kaisheng and Qin, Libo and Che, Wanxiang and Li, Xiaolong and Liu, Ting

TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 9--16, 2020.

Yang, Ziqing and Cui, Yiming and Chen, Zhipeng and Che, Wanxiang and Liu, Ting and Wang, Shijin and Hu, Guoping

TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 9--16, 2020.

Yang, Ziqing and Cui, Yiming and Chen, Zhipeng and Che, Wanxiang and Liu, Ting and Wang, Shijin and Hu, Guoping

Towards Conversational Recommendation over Multi-Type Dialogs

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1036--1049, 2020.

Liu, Zeming and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Liu, Ting

Towards Conversational Recommendation over Multi-Type Dialogs

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1036--1049, 2020.

Liu, Zeming and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Liu, Ting

Understanding medical conversations with scattered keyword attention and weak supervision from responses

Proceedings of the AAAI Conference on Artificial Intelligence, 8838--8845, 2020.

Shi, Xiaoming and Hu, Haifeng and Che, Wanxiang and Sun, Zhongqian and Liu, Ting and Huang, Junzhou

Understanding medical conversations with scattered keyword attention and weak supervision from responses

Proceedings of the AAAI Conference on Artificial Intelligence, 8838--8845, 2020.

Shi, Xiaoming and Hu, Haifeng and Che, Wanxiang and Sun, Zhongqian and Liu, Ting and Huang, Junzhou

2019

A corpus-free state2seq user simulator for task-oriented dialogue

ArXiv preprint, abs/1909.04448, 2019.

Hou, Yutai and Fang, Meng and Che, Wanxiang and Liu, Ting

A corpus-free state2seq user simulator for task-oriented dialogue

ArXiv preprint, abs/1909.04448, 2019.

Hou, Yutai and Fang, Meng and Che, Wanxiang and Liu, Ting

A Key-Phrase Aware End2end Neural Response Generation Model

CCF International Conference on Natural Language Processing and Chinese Computing, 65--77, 2019.

Xu, Jun and Wang, Haifeng and Niu, Zhengyu and Wu, Hua and Che, Wanxiang

A Key-Phrase Aware End2end Neural Response Generation Model

CCF International Conference on Natural Language Processing and Chinese Computing, 65--77, 2019.

Xu, Jun and Wang, Haifeng and Niu, Zhengyu and Wu, Hua and Che, Wanxiang

A Span-Extraction Dataset for Chinese Machine Reading Comprehension

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 5883--5889, 2019.

Cui, Yiming and Liu, Ting and Che, Wanxiang and Xiao, Li and Chen, Zhipeng and Ma, Wentao and Wang, Shijin and Hu, Guoping

A Span-Extraction Dataset for Chinese Machine Reading Comprehension

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 5883--5889, 2019.

Cui, Yiming and Liu, Ting and Che, Wanxiang and Xiao, Li and Chen, Zhipeng and Ma, Wentao and Wang, Shijin and Hu, Guoping

A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2078--2087, 2019.

Qin, Libo and Che, Wanxiang and Li, Yangming and Wen, Haoyang and Liu, Ting

A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2078--2087, 2019.

Qin, Libo and Che, Wanxiang and Li, Yangming and Wen, Haoyang and Liu, Ting

An evaluation of chinese human-computer dialogue technology

Data Intelligence, 187--200, 2019.

Zhao, Zhengyu and Zhang, Weinan and Che, Wanxiang and Chen, Zhigang and Zhang, Yibo

An evaluation of chinese human-computer dialogue technology

Data Intelligence, 187--200, 2019.

Zhao, Zhengyu and Zhang, Weinan and Che, Wanxiang and Chen, Zhigang and Zhang, Yibo

Contextual recurrent units for cloze-style reading comprehension

ArXiv preprint, abs/1911.05960, 2019.

Cui, Yiming and Zhang, Wei-Nan and Che, Wanxiang and Liu, Ting and Chen, Zhipeng and Wang, Shijin and Hu, Guoping

Contextual recurrent units for cloze-style reading comprehension

ArXiv preprint, abs/1911.05960, 2019.

Cui, Yiming and Zhang, Wei-Nan and Che, Wanxiang and Liu, Ting and Chen, Zhipeng and Wang, Shijin and Hu, Guoping

Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 5721--5727, 2019.

Wang, Yuxuan and Che, Wanxiang and Guo, Jiang and Liu, Yijia and Liu, Ting

Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 5721--5727, 2019.

Wang, Yuxuan and Che, Wanxiang and Guo, Jiang and Liu, Yijia and Liu, Ting

Cross-Lingual Machine Reading Comprehension

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 1586--1595, 2019.

Cui, Yiming and Che, Wanxiang and Liu, Ting and Qin, Bing and Wang, Shijin and Hu, Guoping

Cross-Lingual Machine Reading Comprehension

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 1586--1595, 2019.

Cui, Yiming and Che, Wanxiang and Liu, Ting and Qin, Bing and Wang, Shijin and Hu, Guoping

Deep contextualized word embeddings for universal dependency parsing

ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 1--17, 2019.

Liu, Yijia and Che, Wanxiang and Wang, Yuxuan and Zheng, Bo and Qin, Bing and Liu, Ting

Deep contextualized word embeddings for universal dependency parsing

ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 1--17, 2019.

Liu, Yijia and Che, Wanxiang and Wang, Yuxuan and Zheng, Bo and Qin, Bing and Liu, Ting

Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 133--142, 2019.

Qin, Libo and Liu, Yijia and Che, Wanxiang and Wen, Haoyang and Li, Yangming and Liu, Ting

Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 133--142, 2019.

Qin, Libo and Liu, Yijia and Che, Wanxiang and Wen, Haoyang and Li, Yangming and Liu, Ting

Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 1085--1097, 2019.

Ren, Shuhuai and Deng, Yihe and He, Kun and Che, Wanxiang

Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 1085--1097, 2019.

Ren, Shuhuai and Deng, Yihe and He, Kun and Che, Wanxiang

HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding

Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning, 76--85, 2019.

Che, Wanxiang and Dou, Longxu and Xu, Yang and Wang, Yuxuan and Liu, Yijia and Liu, Ting

HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding

Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning, 76--85, 2019.

Che, Wanxiang and Dou, Longxu and Xu, Yang and Wang, Yuxuan and Liu, Yijia and Liu, Ting

Improving machine reading comprehension via adversarial training

ArXiv preprint, abs/1911.03614, 2019.

Yang, Ziqing and Cui, Yiming and Che, Wanxiang and Liu, Ting and Wang, Shijin and Hu, Guoping

Improving machine reading comprehension via adversarial training

ArXiv preprint, abs/1911.03614, 2019.

Yang, Ziqing and Cui, Yiming and Che, Wanxiang and Liu, Ting and Wang, Shijin and Hu, Guoping

Learning semantic hierarchies: A continuous vector space approach

ArXiv preprint, abs/194720399., 2019.

Fu, Ruiji and Guo, Jiang and Qin, Bing and Che, Wanxiang and Wang, Haifeng and Liu, Ting

Learning semantic hierarchies: A continuous vector space approach

ArXiv preprint, abs/194720399., 2019.

Fu, Ruiji and Guo, Jiang and Qin, Bing and Che, Wanxiang and Wang, Haifeng and Liu, Ting

Pre-training with whole word masking for chinese bert

ArXiv preprint, abs/1906.08101, 2019.

Cui, Yiming and Che, Wanxiang and Liu, Ting and Qin, Bing and Yang, Ziqing

Pre-training with whole word masking for chinese bert

ArXiv preprint, abs/1906.08101, 2019.

Cui, Yiming and Che, Wanxiang and Liu, Ting and Qin, Bing and Yang, Ziqing

2018

A Neural Transition-Based Approach for Semantic Dependency Graph Parsing

Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018, 5561--5568, 2018.

Yuxuan Wang and Wanxiang Che and Jiang Guo and Ting Liu

A Neural Transition-Based Approach for Semantic Dependency Graph Parsing

Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018, 5561--5568, 2018.

Yuxuan Wang and Wanxiang Che and Jiang Guo and Ting Liu

An AMR Aligner Tuned by Transition-based Parser

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2422--2430, 2018.

Liu, Yijia and Che, Wanxiang and Zheng, Bo and Qin, Bing and Liu, Ting

An AMR Aligner Tuned by Transition-based Parser

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2422--2430, 2018.

Liu, Yijia and Che, Wanxiang and Zheng, Bo and Qin, Bing and Liu, Ting

Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement

Proceedings of the 5th Workshop on Natural Language Processing Techniques for Educational Applications, 52--59, 2018.

Fu, Ruiji and Pei, Zhengqi and Gong, Jiefu and Song, Wei and Teng, Dechuan and Che, Wanxiang and Wang, Shijin and Hu, Guoping and Liu, Ting

Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement

Proceedings of the 5th Workshop on Natural Language Processing Techniques for Educational Applications, 52--59, 2018.

Fu, Ruiji and Pei, Zhengqi and Gong, Jiefu and Song, Wei and Teng, Dechuan and Che, Wanxiang and Wang, Shijin and Hu, Guoping and Liu, Ting

Distilling Knowledge for Search-based Structured Prediction

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1393--1402, 2018.

Liu, Yijia and Che, Wanxiang and Zhao, Huaipeng and Qin, Bing and Liu, Ting

Distilling Knowledge for Search-based Structured Prediction

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1393--1402, 2018.

Liu, Yijia and Che, Wanxiang and Zhao, Huaipeng and Qin, Bing and Liu, Ting

Joint Extraction of Entities and Relations Based on a Novel GraphScheme

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden, 4461--4467, 2018.

Shaolei Wang and Yue Zhang and Wanxiang Che and Ting Liu

Joint Extraction of Entities and Relations Based on a Novel GraphScheme

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden, 4461--4467, 2018.

Shaolei Wang and Yue Zhang and Wanxiang Che and Ting Liu

Parsing Tweets into Universal Dependencies

Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), 965--975, 2018.

Liu, Yijia and Zhu, Yi and Che, Wanxiang and Qin, Bing and Schneider, Nathan and Smith, Noah A.

Parsing Tweets into Universal Dependencies

Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), 965--975, 2018.

Liu, Yijia and Zhu, Yi and Che, Wanxiang and Qin, Bing and Schneider, Nathan and Smith, Noah A.

Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding

Proceedings of the 27th International Conference on Computational Linguistics, 1234--1245, 2018.

Hou, Yutai and Liu, Yijia and Che, Wanxiang and Liu, Ting

Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding

Proceedings of the 27th International Conference on Computational Linguistics, 1234--1245, 2018.

Hou, Yutai and Liu, Yijia and Che, Wanxiang and Liu, Ting

Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation

Proceedings of the 27th International Conference on Computational Linguistics, 3781--3792, 2018.

Wen, Haoyang and Liu, Yijia and Che, Wanxiang and Qin, Libo and Liu, Ting

Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation

Proceedings of the 27th International Conference on Computational Linguistics, 3781--3792, 2018.

Wen, Haoyang and Liu, Yijia and Che, Wanxiang and Qin, Libo and Liu, Ting

Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation

Proceedings of the {C}o{NLL} 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 55--64, 2018.

Che, Wanxiang and Liu, Yijia and Wang, Yuxuan and Zheng, Bo and Liu, Ting

Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation

Proceedings of the {C}o{NLL} 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 55--64, 2018.

Che, Wanxiang and Liu, Yijia and Wang, Yuxuan and Zheng, Bo and Liu, Ting

2017

A review on entity relation extraction

2017 second international conference on mechanical, control and computer engineering (ICMCCE), 178--183, 2017.

Zhang, Qianqian and Chen, Mengdong and Liu, Lianzhong

A review on entity relation extraction

2017 second international conference on mechanical, control and computer engineering (ICMCCE), 178--183, 2017.

Zhang, Qianqian and Chen, Mengdong and Liu, Lianzhong

Benben: A Chinese Intelligent Conversational Robot

Proceedings of {ACL} 2017, System Demonstrations, 13--18, 2017.

Zhang, Wei-Nan and Liu, Ting and Qin, Bing and Zhang, Yu and Che, Wanxiang and Zhao, Yanyan and Ding, Xiao

Benben: A Chinese Intelligent Conversational Robot

Proceedings of {ACL} 2017, System Demonstrations, 13--18, 2017.

Zhang, Wei-Nan and Liu, Ting and Qin, Bing and Zhang, Yu and Che, Wanxiang and Zhao, Yanyan and Ding, Xiao

Deep Learning in Lexical Analysis and Parsing

Proceedings of the {IJCNLP} 2017, Tutorial Abstracts, 1--2, 2017.

Che, Wanxiang and Zhang, Yue

Deep Learning in Lexical Analysis and Parsing

Proceedings of the {IJCNLP} 2017, Tutorial Abstracts, 1--2, 2017.

Che, Wanxiang and Zhang, Yue

Enhancing LSTM-based word segmentation using unlabeled data

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 60--70, 2017.

Zheng, Bo and Che, Wanxiang and Guo, Jiang and Liu, Ting

Enhancing LSTM-based word segmentation using unlabeled data

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 60--70, 2017.

Zheng, Bo and Che, Wanxiang and Guo, Jiang and Liu, Ting

The first evaluation of Chinese human-computer dialogue technology

ArXiv preprint, abs/1709.10217, 2017.

Zhang, Wei-Nan and Chen, Zhigang and Che, Wanxiang and Hu, Guoping and Liu, Ting

The first evaluation of Chinese human-computer dialogue technology

ArXiv preprint, abs/1709.10217, 2017.

Zhang, Wei-Nan and Chen, Zhigang and Che, Wanxiang and Hu, Guoping and Liu, Ting

The HIT-SCIR System for End-to-End Parsing of Universal Dependencies

Proceedings of the {C}o{NLL} 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 52--62, 2017.

Che, Wanxiang and Guo, Jiang and Wang, Yuxuan and Zheng, Bo and Zhao, Huaipeng and Liu, Yang and Teng, Dechuan and Liu, Ting

The HIT-SCIR System for End-to-End Parsing of Universal Dependencies

Proceedings of the {C}o{NLL} 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 52--62, 2017.

Che, Wanxiang and Guo, Jiang and Wang, Yuxuan and Zheng, Bo and Zhao, Huaipeng and Liu, Yang and Teng, Dechuan and Liu, Ting

Transition-Based Disfluency Detection using LSTMs

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2785--2794, 2017.

Wang, Shaolei and Che, Wanxiang and Zhang, Yue and Zhang, Meishan and Liu, Ting

Transition-Based Disfluency Detection using LSTMs

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2785--2794, 2017.

Wang, Shaolei and Che, Wanxiang and Zhang, Yue and Zhang, Meishan and Liu, Ting

2016

A distributed representation-based framework for cross-lingual transfer parsing

Journal of Artificial Intelligence Research, 995--1023, 2016.

Guo, Jiang and Che, Wanxiang and Yarowsky, David and Wang, Haifeng and Liu, Ting

A distributed representation-based framework for cross-lingual transfer parsing

Journal of Artificial Intelligence Research, 995--1023, 2016.

Guo, Jiang and Che, Wanxiang and Yarowsky, David and Wang, Haifeng and Liu, Ting

A Neural Attention Model for Disfluency Detection

Proceedings of {COLING} 2016, the 26th International Conference on Computational Linguistics: Technical Papers, 278--287, 2016.

Wang, Shaolei and Che, Wanxiang and Liu, Ting

A Neural Attention Model for Disfluency Detection

Proceedings of {COLING} 2016, the 26th International Conference on Computational Linguistics: Technical Papers, 278--287, 2016.

Wang, Shaolei and Che, Wanxiang and Liu, Ting

A Representation Learning Framework for Multi-Source Transfer Parsing

Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}, 2734--2740, 2016.

Jiang Guo and Wanxiang Che and David Yarowsky and Haifeng Wang and Ting Liu

A Representation Learning Framework for Multi-Source Transfer Parsing

Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}, 2734--2740, 2016.

Jiang Guo and Wanxiang Che and David Yarowsky and Haifeng Wang and Ting Liu

A Unified Architecture for Semantic Role Labeling and Relation Classification

Proceedings of {COLING} 2016, the 26th International Conference on Computational Linguistics: Technical Papers, 1264--1274, 2016.

Guo, Jiang and Che, Wanxiang and Wang, Haifeng and Liu, Ting and Xu, Jun

A Unified Architecture for Semantic Role Labeling and Relation Classification

Proceedings of {COLING} 2016, the 26th International Conference on Computational Linguistics: Technical Papers, 1264--1274, 2016.

Guo, Jiang and Che, Wanxiang and Wang, Haifeng and Liu, Ting and Xu, Jun

A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks

Proceedings of {COLING} 2016, the 26th International Conference on Computational Linguistics: Technical Papers, 12--22, 2016.

Guo, Jiang and Che, Wanxiang and Wang, Haifeng and Liu, Ting

A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks

Proceedings of {COLING} 2016, the 26th International Conference on Computational Linguistics: Technical Papers, 12--22, 2016.

Guo, Jiang and Che, Wanxiang and Wang, Haifeng and Liu, Ting

Chinese Grammatical Error Diagnosis with Long Short-Term Memory Networks

Proceedings of the 3rd Workshop on Natural Language Processing Techniques for Educational Applications ({NLPTEA}2016), 49--56, 2016.

Zheng, Bo and Che, Wanxiang and Guo, Jiang and Liu, Ting

Chinese Grammatical Error Diagnosis with Long Short-Term Memory Networks

Proceedings of the 3rd Workshop on Natural Language Processing Techniques for Educational Applications ({NLPTEA}2016), 49--56, 2016.

Zheng, Bo and Che, Wanxiang and Guo, Jiang and Liu, Ting

Enhancing Neural Disfluency Detection with Hand-Crafted Features

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 336--347, 2016.

Wang, Shaolei and Che, Wanxiang and Liu, Yijia and Liu, Ting

Enhancing Neural Disfluency Detection with Hand-Crafted Features

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 336--347, 2016.

Wang, Shaolei and Che, Wanxiang and Liu, Yijia and Liu, Ting

Exploiting multi-typed treebanks for parsing with deep multi-task learning

ArXiv preprint, abs/1606.01161, 2016.

Guo, Jiang and Che, Wanxiang and Wang, Haifeng and Liu, Ting

Exploiting multi-typed treebanks for parsing with deep multi-task learning

ArXiv preprint, abs/1606.01161, 2016.

Guo, Jiang and Che, Wanxiang and Wang, Haifeng and Liu, Ting

Exploring Segment Representations for Neural Segmentation Models

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016, 2880--2886, 2016.

Yijia Liu and Wanxiang Che and Jiang Guo and Bing Qin and Ting Liu

Exploring Segment Representations for Neural Segmentation Models

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016, 2880--2886, 2016.

Yijia Liu and Wanxiang Che and Jiang Guo and Bing Qin and Ting Liu

HC-Search for Incremental Parsing

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016, 2887--2893, 2016.

Yijia Liu and Wanxiang Che and Bing Qin and Ting Liu

HC-Search for Incremental Parsing

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016, 2887--2893, 2016.

Yijia Liu and Wanxiang Che and Bing Qin and Ting Liu

Transition-based chinese semantic dependency graph parsing

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 12--24, 2016.

Wang, Yuxuan and Guo, Jiang and Che, Wanxiang and Liu, Ting

Transition-based chinese semantic dependency graph parsing

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 12--24, 2016.

Wang, Yuxuan and Guo, Jiang and Che, Wanxiang and Liu, Ting

2015

Cross-lingual Dependency Parsing Based on Distributed Representations

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 1234--1244, 2015.

Guo, Jiang and Che, Wanxiang and Yarowsky, David and Wang, Haifeng and Liu, Ting

Cross-lingual Dependency Parsing Based on Distributed Representations

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 1234--1244, 2015.

Guo, Jiang and Che, Wanxiang and Yarowsky, David and Wang, Haifeng and Liu, Ting

Sentence compression for aspect-based sentiment analysis

IEEE/ACM Transactions on audio, speech, and language processing, 2111--2124, 2015.

Che, Wanxiang and Zhao, Yanyan and Guo, Honglei and Su, Zhong and Liu, Ting

Sentence compression for aspect-based sentiment analysis

IEEE/ACM Transactions on audio, speech, and language processing, 2111--2124, 2015.

Che, Wanxiang and Zhao, Yanyan and Guo, Honglei and Su, Zhong and Liu, Ting

Transition-Based Syntactic Linearization

Proceedings of the 2015 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, 113--122, 2015.

Liu, Yijia and Zhang, Yue and Che, Wanxiang and Qin, Bing

Transition-Based Syntactic Linearization

Proceedings of the 2015 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, 113--122, 2015.

Liu, Yijia and Zhang, Yue and Che, Wanxiang and Qin, Bing

2014

A semantics oriented grammar for chinese treebanking

International Conference on Intelligent Text Processing and Computational Linguistics, 366--378, 2014.

Zhang, Meishan and Zhang, Yue and Che, Wanxiang and Liu, Ting

A semantics oriented grammar for chinese treebanking

International Conference on Intelligent Text Processing and Computational Linguistics, 366--378, 2014.

Zhang, Meishan and Zhang, Yue and Che, Wanxiang and Liu, Ting

Character-Level Chinese Dependency Parsing

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1326--1336, 2014.

Zhang, Meishan and Zhang, Yue and Che, Wanxiang and Liu, Ting

Character-Level Chinese Dependency Parsing

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1326--1336, 2014.

Zhang, Meishan and Zhang, Yue and Che, Wanxiang and Liu, Ting

Dependency graph based chinese semantic parsing

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 58--69, 2014.

Ding, Yu and Shao, Yanqiu and Che, Wanxiang and Liu, Ting

Dependency graph based chinese semantic parsing

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 58--69, 2014.

Ding, Yu and Shao, Yanqiu and Che, Wanxiang and Liu, Ting

Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing ({EMNLP}), 864--874, 2014.

Liu, Yijia and Zhang, Yue and Che, Wanxiang and Liu, Ting and Wu, Fan

Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing ({EMNLP}), 864--874, 2014.

Liu, Yijia and Zhang, Yue and Che, Wanxiang and Liu, Ting and Wu, Fan

Jointly or Separately: Which is Better for Parsing Heterogeneous Dependencies?

Proceedings of {COLING} 2014, the 25th International Conference on Computational Linguistics: Technical Papers, 530--540, 2014.

Zhang, Meishan and Che, Wanxiang and Shao, Yanqiu and Liu, Ting

Jointly or Separately: Which is Better for Parsing Heterogeneous Dependencies?

Proceedings of {COLING} 2014, the 25th International Conference on Computational Linguistics: Technical Papers, 530--540, 2014.

Zhang, Meishan and Che, Wanxiang and Shao, Yanqiu and Liu, Ting

Learning Semantic Hierarchies via Word Embeddings

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1199--1209, 2014.

Fu, Ruiji and Guo, Jiang and Qin, Bing and Che, Wanxiang and Wang, Haifeng and Liu, Ting

Learning Semantic Hierarchies via Word Embeddings

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1199--1209, 2014.

Fu, Ruiji and Guo, Jiang and Qin, Bing and Che, Wanxiang and Wang, Haifeng and Liu, Ting

Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources

Proceedings of {COLING} 2014, the 25th International Conference on Computational Linguistics: Technical Papers, 497--507, 2014.

Guo, Jiang and Che, Wanxiang and Wang, Haifeng and Liu, Ting

Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources

Proceedings of {COLING} 2014, the 25th International Conference on Computational Linguistics: Technical Papers, 497--507, 2014.

Guo, Jiang and Che, Wanxiang and Wang, Haifeng and Liu, Ting

Reliable dependency arc recognition

Expert Systems with Applications, 1716--1722, 2014.

Che, Wanxiang and Guo, Jiang and Liu, Ting

Reliable dependency arc recognition

Expert Systems with Applications, 1716--1722, 2014.

Che, Wanxiang and Guo, Jiang and Liu, Ting

Revisiting Embedding Features for Simple Semi-supervised Learning

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing ({EMNLP}), 110--120, 2014.

Guo, Jiang and Che, Wanxiang and Wang, Haifeng and Liu, Ting

Revisiting Embedding Features for Simple Semi-supervised Learning

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing ({EMNLP}), 110--120, 2014.

Guo, Jiang and Che, Wanxiang and Wang, Haifeng and Liu, Ting

Sentence Compression for Target-Polarity Word Collocation Extraction

Proceedings of {COLING} 2014, the 25th International Conference on Computational Linguistics: Technical Papers, 1360--1369, 2014.

Zhao, Yanyan and Che, Wanxiang and Guo, Honglei and Qin, Bing and Su, Zhong and Liu, Ting

Sentence Compression for Target-Polarity Word Collocation Extraction

Proceedings of {COLING} 2014, the 25th International Conference on Computational Linguistics: Technical Papers, 1360--1369, 2014.

Zhao, Yanyan and Che, Wanxiang and Guo, Honglei and Qin, Bing and Su, Zhong and Liu, Ting

Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging

Proceedings of the 14th Conference of the {E}uropean Chapter of the Association for Computational Linguistics, 588--597, 2014.

Zhang, Meishan and Zhang, Yue and Che, Wanxiang and Liu, Ting

Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging

Proceedings of the 14th Conference of the {E}uropean Chapter of the Association for Computational Linguistics, 588--597, 2014.

Zhang, Meishan and Zhang, Yue and Che, Wanxiang and Liu, Ting

2013

A Comparison Sthdy of Sequence Labeling Methods for ChineseWords Segmentation POS Tagging Models

Journal of Chinese Information Processing, 30--36, 2013.

Liu, Y and Che, W and Liu, T and Zhang, M

A Comparison Sthdy of Sequence Labeling Methods for ChineseWords Segmentation POS Tagging Models

Journal of Chinese Information Processing, 30--36, 2013.

Liu, Y and Che, W and Liu, T and Zhang, M

Chinese Parsing Exploiting Characters

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 125--134, 2013.

Zhang, Meishan and Zhang, Yue and Che, Wanxiang and Liu, Ting

Chinese Parsing Exploiting Characters

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 125--134, 2013.

Zhang, Meishan and Zhang, Yue and Che, Wanxiang and Liu, Ting

Convolution neural network for relation extraction

International conference on advanced data mining and applications, 231--242, 2013.

Liu, ChunYang and Sun, WenBo and Chao, WenHan and Che, Wanxiang

Convolution neural network for relation extraction

International conference on advanced data mining and applications, 231--242, 2013.

Liu, ChunYang and Sun, WenBo and Chao, WenHan and Che, Wanxiang

Effective Bilingual Constraints for Semi-Supervised Learning of NamedEntity Recognizers

Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}, 2013.

Mengqiu Wang and Wanxiang Che and Christopher D. Manning

Effective Bilingual Constraints for Semi-Supervised Learning of NamedEntity Recognizers

Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}, 2013.

Mengqiu Wang and Wanxiang Che and Christopher D. Manning

Enhancing Chinese Word Segmentation with Character Clustering

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 52--60, 2013.

Liu, Yijia and Che, Wanxiang and Liu, Ting

Enhancing Chinese Word Segmentation with Character Clustering

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 52--60, 2013.

Liu, Yijia and Che, Wanxiang and Liu, Ting

Joint optimization for Chinese pos tagging and dependency parsing

IEEE/ACM transactions on audio, speech, and language processing, 274--286, 2013.

Li, Zhenghua and Zhang, Min and Che, Wanxiang and Liu, Ting and Chen, Wenliang

Joint optimization for Chinese pos tagging and dependency parsing

IEEE/ACM transactions on audio, speech, and language processing, 274--286, 2013.

Li, Zhenghua and Zhang, Min and Che, Wanxiang and Liu, Ting and Chen, Wenliang

Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1073--1082, 2013.

Wang, Mengqiu and Che, Wanxiang and Manning, Christopher D.

Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1073--1082, 2013.

Wang, Mengqiu and Che, Wanxiang and Manning, Christopher D.

Named Entity Recognition with Bilingual Constraints

Proceedings of the 2013 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, 52--62, 2013.

Che, Wanxiang and Wang, Mengqiu and Manning, Christopher D. and Liu, Ting

Named Entity Recognition with Bilingual Constraints

Proceedings of the 2013 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, 52--62, 2013.

Che, Wanxiang and Wang, Mengqiu and Manning, Christopher D. and Liu, Ting

2012

A Comparison of Chinese Parsers for Stanford Dependencies

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 11--16, 2012.

Che, Wanxiang and Spitkovsky, Valentin and Liu, Ting

A Comparison of Chinese Parsers for Stanford Dependencies

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 11--16, 2012.

Che, Wanxiang and Spitkovsky, Valentin and Liu, Ting

A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing

Proceedings of {COLING} 2012, 1681--1698, 2012.

Li, Zhenghua and Zhang, Min and Che, Wanxiang and Liu, Ting

A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing

Proceedings of {COLING} 2012, 1681--1698, 2012.

Li, Zhenghua and Zhang, Min and Che, Wanxiang and Liu, Ting

Active learning for Chinese dependency parsing

Journal of Chinese information processing, 18--22, 2012.

Che, WX and Zhang, MS and Liu, T

Active learning for Chinese dependency parsing

Journal of Chinese information processing, 18--22, 2012.

Che, WX and Zhang, MS and Liu, T

Combining statistical model and dictionary for domain adaption of Chinese word segmentation

Journal of Chinese Information Processing, 8--12, 2012.

Zhang, Meishan and Deng, Zhilong and Che, Wanxiang and Liu, Ting

Combining statistical model and dictionary for domain adaption of Chinese word segmentation

Journal of Chinese Information Processing, 8--12, 2012.

Zhang, Meishan and Deng, Zhilong and Che, Wanxiang and Liu, Ting

Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 675--684, 2012.

Li, Zhenghua and Liu, Ting and Che, Wanxiang

Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 675--684, 2012.

Li, Zhenghua and Liu, Ting and Che, Wanxiang

Hit dependency parsing: Bootstrap aggregating heterogeneous parsers

Notes of the First Workshop on Syntactic Analysis of Non-Canonical Language (SANCL), 2012.

Zhang, Meishan and Che, Wanxiang and Liu, Yijia and Li, Zhenghua and Liu, Ting

Hit dependency parsing: Bootstrap aggregating heterogeneous parsers

Notes of the First Workshop on Syntactic Analysis of Non-Canonical Language (SANCL), 2012.

Zhang, Meishan and Che, Wanxiang and Liu, Yijia and Li, Zhenghua and Liu, Ting

Improve Chinese Semantic Dependency Parsing via Syntactic Dependency Parsing

2012 International Conference on Asian Language Processing, 53--56, 2012.

Zhang, Meishan and Che, Wanxiang and Shao, Yanqiu and Liu, Ting

Improve Chinese Semantic Dependency Parsing via Syntactic Dependency Parsing

2012 International Conference on Asian Language Processing, 53--56, 2012.

Zhang, Meishan and Che, Wanxiang and Shao, Yanqiu and Liu, Ting

Micro blogs Oriented Word Segmentation System

Proceedings of the Second {CIPS}-{SIGHAN} Joint Conference on {C}hinese Language Processing, 85--89, 2012.

Liu, Yijia and Zhang, Meishan and Che, Wanxiang and Liu, Ting and Deng, Yihe

Micro blogs Oriented Word Segmentation System

Proceedings of the Second {CIPS}-{SIGHAN} Joint Conference on {C}hinese Language Processing, 85--89, 2012.

Liu, Yijia and Zhang, Meishan and Che, Wanxiang and Liu, Ting and Deng, Yihe

Multiple TreeBanks Integration for Chinese Phrase Structure Grammar Parsing Using Bagging

Proceedings of the Second {CIPS}-{SIGHAN} Joint Conference on {C}hinese Language Processing, 168--173, 2012.

Zhang, Meishan and Che, Wanxiang and Liu, Ting

Multiple TreeBanks Integration for Chinese Phrase Structure Grammar Parsing Using Bagging

Proceedings of the Second {CIPS}-{SIGHAN} Joint Conference on {C}hinese Language Processing, 168--173, 2012.

Zhang, Meishan and Che, Wanxiang and Liu, Ting

SemEval-2012 Task 5: Chinese Semantic Dependency Parsing

*{SEM} 2012: The First Joint Conference on Lexical and Computational Semantics {--} Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation ({S}em{E}val 2012), 378--384, 2012.

Che, Wanxiang and Zhang, Meishan and Shao, Yanqiu and Liu, Ting

SemEval-2012 Task 5: Chinese Semantic Dependency Parsing

*{SEM} 2012: The First Joint Conference on Lexical and Computational Semantics {--} Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation ({S}em{E}val 2012), 378--384, 2012.

Che, Wanxiang and Zhang, Meishan and Shao, Yanqiu and Liu, Ting

Stacking Heterogeneous Joint Models of Chinese POS Tagging and Dependency Parsing

Proceedings of {COLING} 2012, 3071--3088, 2012.

Zhang, Meishan and Che, Wanxiang and Liu, Ting and Li, Zhenghua

Stacking Heterogeneous Joint Models of Chinese POS Tagging and Dependency Parsing

Proceedings of {COLING} 2012, 3071--3088, 2012.

Zhang, Meishan and Che, Wanxiang and Liu, Ting and Li, Zhenghua

Stanford’s system for parsing the English web

Workshop on the Syntactic Analysis of Non-Canonical Language (SANCL 2012). Montreal, Canada, 68, 2012.

McClosky, David and Che, Wanxiang and Recasens, Marta and Wang, Mengqiu and Socher, Richard and Manning, Christopher

Stanford’s system for parsing the English web

Workshop on the Syntactic Analysis of Non-Canonical Language (SANCL 2012). Montreal, Canada, 68, 2012.

McClosky, David and Che, Wanxiang and Recasens, Marta and Wang, Mengqiu and Socher, Richard and Manning, Christopher

2011

A Graph-based Method for Entity Linking

Proceedings of 5th International Joint Conference on Natural Language Processing, 1010--1018, 2011.

Guo, Yuhang and Che, Wanxiang and Liu, Ting and Li, Sheng

A Graph-based Method for Entity Linking

Proceedings of 5th International Joint Conference on Natural Language Processing, 1010--1018, 2011.

Guo, Yuhang and Che, Wanxiang and Liu, Ting and Li, Sheng

HIT Approaches to Entity Linking at TAC 2011.

TAC, 2011.

Guo, Yuhang and Tang, Guohua and Che, Wanxiang and Liu, Ting and Li, Sheng

HIT Approaches to Entity Linking at TAC 2011.

TAC, 2011.

Guo, Yuhang and Tang, Guohua and Che, Wanxiang and Liu, Ting and Li, Sheng

Improving Chinese POS Tagging with Dependency Parsing

Proceedings of 5th International Joint Conference on Natural Language Processing, 1447--1451, 2011.

Li, Zhenghua and Che, Wanxiang and Liu, Ting

Improving Chinese POS Tagging with Dependency Parsing

Proceedings of 5th International Joint Conference on Natural Language Processing, 1447--1451, 2011.

Li, Zhenghua and Che, Wanxiang and Liu, Ting

Joint Models for Chinese POS Tagging and Dependency Parsing

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 1180--1191, 2011.

Li, Zhenghua and Zhang, Min and Che, Wanxiang and Liu, Ting and Chen, Wenliang and Li, Haizhou

Joint Models for Chinese POS Tagging and Dependency Parsing

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 1180--1191, 2011.

Li, Zhenghua and Zhang, Min and Che, Wanxiang and Liu, Ting and Chen, Wenliang and Li, Haizhou

The data paper: a mechanism to incentivize data publishing in biodiversity science

BMC bioinformatics, 1--12, 2011.

Chavan, Vishwas and Penev, Lyubomir

The data paper: a mechanism to incentivize data publishing in biodiversity science

BMC bioinformatics, 1--12, 2011.

Chavan, Vishwas and Penev, Lyubomir

Word Sense Disambiguation Corpora Acquisition via Confirmation Code

Proceedings of 5th International Joint Conference on Natural Language Processing, 1472--1476, 2011.

Che, Wanxiang and Liu, Ting

Word Sense Disambiguation Corpora Acquisition via Confirmation Code

Proceedings of 5th International Joint Conference on Natural Language Processing, 1472--1476, 2011.

Che, Wanxiang and Liu, Ting

2010

Appraisal expression recognition with syntactic path for sentence sentiment classification

ArXiv preprint, abs/10.1142, 2010.

Zhao, Yanyan and Qin, Bing and Che, Wanxiang and Liu, Ting

Appraisal expression recognition with syntactic path for sentence sentiment classification

ArXiv preprint, abs/10.1142, 2010.

Zhao, Yanyan and Qin, Bing and Che, Wanxiang and Liu, Ting

Beam-search based high-order dependency parser [J]

Journal of Chinese Information Processing, 37--41, 2010.

LI, Zheng-hua and CHE, Wan-xiang and Liu, Ting

Beam-search based high-order dependency parser [J]

Journal of Chinese Information Processing, 37--41, 2010.

LI, Zheng-hua and CHE, Wan-xiang and Liu, Ting

Coherent Dialog Generation with Query Graph

ArXiv preprint, abs/10.1145, 2010.

Xu, Jun and Lei, Zeyang and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Huang, Jizhou and Liu, Ting

Coherent Dialog Generation with Query Graph

ArXiv preprint, abs/10.1145, 2010.

Xu, Jun and Lei, Zeyang and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Huang, Jizhou and Liu, Ting

Combining Self-supervised Learning and Active Learning for Disfluency Detection

ArXiv preprint, abs/10.1145, 2010.

Wang, Shaolei and Wang, Zhongyuan and Che, Wanxiang and Zhao, Sendong and Liu, Ting

Combining Self-supervised Learning and Active Learning for Disfluency Detection

ArXiv preprint, abs/10.1145, 2010.

Wang, Shaolei and Wang, Zhongyuan and Che, Wanxiang and Zhao, Sendong and Liu, Ting

HIT-CIR: An Unsupervised WSD System Based on Domain Most Frequent Sense Estimation

Proceedings of the 5th International Workshop on Semantic Evaluation, 407--410, 2010.

Guo, Yuhang and Che, Wanxiang and He, Wei and Liu, Ting and Li, Sheng

HIT-CIR: An Unsupervised WSD System Based on Domain Most Frequent Sense Estimation

Proceedings of the 5th International Workshop on Semantic Evaluation, 407--410, 2010.

Guo, Yuhang and Che, Wanxiang and He, Wei and Liu, Ting and Li, Sheng

Improving dependency parsing using punctuation

2010 International Conference on Asian Language Processing, 53--56, 2010.

Li, Zhenghua and Che, Wanxiang and Liu, Ting

Improving dependency parsing using punctuation

2010 International Conference on Asian Language Processing, 53--56, 2010.

Li, Zhenghua and Che, Wanxiang and Liu, Ting

Improving Semantic Role Labeling with Word Sense

Human Language Technologies: The 2010 Annual Conference of the North {A}merican Chapter of the Association for Computational Linguistics, 246--249, 2010.

Che, Wanxiang and Liu, Ting and Li, Yongqiang

Improving Semantic Role Labeling with Word Sense

Human Language Technologies: The 2010 Annual Conference of the North {A}merican Chapter of the Association for Computational Linguistics, 246--249, 2010.

Che, Wanxiang and Liu, Ting and Li, Yongqiang

Interactive Gated Decoder for Machine Reading Comprehension

ArXiv preprint, abs/10.1145, 2010.

Cui, Yiming and Che, Wanxiang and Yang, Ziqing and Liu, Ting and Qin, Bing and Wang, Shijin and Hu, Guoping

Interactive Gated Decoder for Machine Reading Comprehension

ArXiv preprint, abs/10.1145, 2010.

Cui, Yiming and Che, Wanxiang and Yang, Ziqing and Liu, Ting and Qin, Bing and Wang, Shijin and Hu, Guoping

Introduction to information retrieval

ArXiv preprint, abs/10.5555, 2010.

Manning, Christopher D and Raghavan, Prabhakar and Sch{"u}tze, Hinrich

Introduction to information retrieval

ArXiv preprint, abs/10.5555, 2010.

Manning, Christopher D and Raghavan, Prabhakar and Sch{"u}tze, Hinrich

Jointly Modeling WSD and SRL with Markov Logic

Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010), 161--169, 2010.

Che, Wanxiang and Liu, Ting

Jointly Modeling WSD and SRL with Markov Logic

Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010), 161--169, 2010.

Che, Wanxiang and Liu, Ting

LTP: A Chinese Language Technology Platform

Coling 2010: Demonstrations, 13--16, 2010.

Che, Wanxiang and Li, Zhenghua and Liu, Ting

LTP: A Chinese Language Technology Platform

Coling 2010: Demonstrations, 13--16, 2010.

Che, Wanxiang and Li, Zhenghua and Liu, Ting

Semi-supervised domain adaptation for WSD: Using a word-by-word model selection approach

9th IEEE International Conference on Cognitive Informatics (ICCI'10), 680--687, 2010.

Guo, Yuhang and Che, Wanxiang and Liu, Ting and Li, Sheng

Semi-supervised domain adaptation for WSD: Using a word-by-word model selection approach

9th IEEE International Conference on Cognitive Informatics (ICCI'10), 680--687, 2010.

Guo, Yuhang and Che, Wanxiang and Liu, Ting and Li, Sheng

Using word sense disambiguation for semantic role labeling

2010 4th International Universal Communication Symposium, 167--174, 2010.

Che, Wanxiang and Liu, Ting

Using word sense disambiguation for semantic role labeling

2010 4th International Universal Communication Symposium, 167--174, 2010.

Che, Wanxiang and Liu, Ting

2009

Language Specific Issue and Feature Exploration in Chinese Event Extraction

Proceedings of Human Language Technologies: The 2009 Annual Conference of the North {A}merican Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers, 209--212, 2009.

Chen, Zheng and Ji, Heng

Language Specific Issue and Feature Exploration in Chinese Event Extraction

Proceedings of Human Language Technologies: The 2009 Annual Conference of the North {A}merican Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers, 209--212, 2009.

Chen, Zheng and Ji, Heng

Multilingual Dependency-based Syntactic and Semantic Parsing

Proceedings of the Thirteenth Conference on Computational Natural Language Learning ({C}o{NLL} 2009): Shared Task, 49--54, 2009.

Che, Wanxiang and Li, Zhenghua and Li, Yongqiang and Guo, Yuhang and Qin, Bing and Liu, Ting

Multilingual Dependency-based Syntactic and Semantic Parsing

Proceedings of the Thirteenth Conference on Computational Natural Language Learning ({C}o{NLL} 2009): Shared Task, 49--54, 2009.

Che, Wanxiang and Li, Zhenghua and Li, Yongqiang and Guo, Yuhang and Qin, Bing and Liu, Ting

2008

A Cascaded Syntactic and Semantic Dependency Parsing System

{C}o{NLL} 2008: Proceedings of the Twelfth Conference on Computational Natural Language Learning, 238--242, 2008.

Che, Wanxiang and Li, Zhenghua and Hu, Yuxuan and Li, Yongqiang and Qin, Bing and Liu, Ting and Li, Sheng

A Cascaded Syntactic and Semantic Dependency Parsing System

{C}o{NLL} 2008: Proceedings of the Twelfth Conference on Computational Natural Language Learning, 238--242, 2008.

Che, Wanxiang and Li, Zhenghua and Hu, Yuxuan and Li, Yongqiang and Qin, Bing and Liu, Ting and Li, Sheng

A Study on Constituentto-Dependency Conversion

Journal of Chinese Information Processing, 14--20, 2008.

LI, Zheng-hua and CHE, Wan-xiang and Liu, Ting

A Study on Constituentto-Dependency Conversion

Journal of Chinese Information Processing, 14--20, 2008.

LI, Zheng-hua and CHE, Wan-xiang and Liu, Ting

Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling

Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-{II}, 2008.

Che, Wanxiang and Zhang, Min and Aw, Ai Ti and Tan, Chew Lim and Liu, Ting and Li, Sheng

Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling

Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-{II}, 2008.

Che, Wanxiang and Zhang, Min and Aw, Ai Ti and Tan, Chew Lim and Liu, Ting and Li, Sheng

Introduction to Information Retrieval System

China Machine Press, Beijing, 2008.

Liu, Ting and Qin, Bing and Zhang, Yu and Che, WX

Introduction to Information Retrieval System

China Machine Press, Beijing, 2008.

Liu, Ting and Qin, Bing and Zhang, Yu and Che, WX

Semantic role labeling using a grammar-driven convolution tree kernel

IEEE transactions on audio, speech, and language processing, 1315--1329, 2008.

Zhang, Min and Che, Wanxiang and Zhou, GuoDong and Aw, Aiti and Tan, Chew Lim and Liu, Ting and Li, Sheng

Semantic role labeling using a grammar-driven convolution tree kernel

IEEE transactions on audio, speech, and language processing, 1315--1329, 2008.

Zhang, Min and Che, Wanxiang and Zhou, GuoDong and Aw, Aiti and Tan, Chew Lim and Liu, Ting and Li, Sheng

Using a hybrid convolution tree kernel for semantic role labeling

ACM Transactions on Asian Language Information Processing (TALIP), 1--23, 2008.

Che, Wanxiang and Zhang, Min and Aw, AiTi and Tan, ChewLim and Liu, Ting and Li, Sheng

Using a hybrid convolution tree kernel for semantic role labeling

ACM Transactions on Asian Language Information Processing (TALIP), 1--23, 2008.

Che, Wanxiang and Zhang, Min and Aw, AiTi and Tan, ChewLim and Liu, Ting and Li, Sheng

2007

A fast clustering algorithm for abnormal and short texts

Journal of Chinese Information Processing, 63--68, 2007.

HUANG, Yong-guang and Liu, T and Che, WX and others

A fast clustering algorithm for abnormal and short texts

Journal of Chinese Information Processing, 63--68, 2007.

HUANG, Yong-guang and Liu, T and Che, WX and others

A Grammar-driven Convolution Tree Kernel for Semantic Role Classification

Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, 200--207, 2007.

Zhang, Min and Che, Wanxiang and Aw, Aiti and Tan, Chew Lim and Zhou, Guodong and Liu, Ting and Li, Sheng

A Grammar-driven Convolution Tree Kernel for Semantic Role Classification

Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, 200--207, 2007.

Zhang, Min and Che, Wanxiang and Aw, Aiti and Tan, Chew Lim and Zhou, Guodong and Liu, Ting and Li, Sheng

Feature engineering for Chinese semantic role labeling

Journal of Chinese information processing, 79--85, 2007.

Liu, Huaijun and Che, Wanxiang and Liu, Ting

Feature engineering for Chinese semantic role labeling

Journal of Chinese information processing, 79--85, 2007.

Liu, Huaijun and Che, Wanxiang and Liu, Ting

HIT-IR-WSD: A WSD System for English Lexical Sample Task

Proceedings of the Fourth International Workshop on Semantic Evaluations ({S}em{E}val-2007), 165--168, 2007.

Guo, Yuhang and Che, Wanxiang and Hu, Yuxuan and Zhang, Wei and Liu, Ting

HIT-IR-WSD: A WSD System for English Lexical Sample Task

Proceedings of the Fourth International Workshop on Semantic Evaluations ({S}em{E}val-2007), 165--168, 2007.

Guo, Yuhang and Che, Wanxiang and Hu, Yuxuan and Zhang, Wei and Liu, Ting

Semantic role labeling with maximum entropy classifier

Citeseer, 2007.

Ting, Liu and Wan-Xiang, Che and Sheng, Li

Semantic role labeling with maximum entropy classifier

Citeseer, 2007.

Ting, Liu and Wan-Xiang, Che and Sheng, Li

2006

A Hybrid Convolution Tree Kernel for Semantic Role Labeling

Proceedings of the {COLING}/{ACL} 2006 Main Conference Poster Sessions, 73--80, 2006.

Che, Wanxiang and Zhang, Min and Liu, Ting and Li, Sheng

A Hybrid Convolution Tree Kernel for Semantic Role Labeling

Proceedings of the {COLING}/{ACL} 2006 Main Conference Poster Sessions, 73--80, 2006.

Che, Wanxiang and Zhang, Min and Liu, Ting and Li, Sheng

2005

Improved-Edit-Distance Kernel for Chinese Relation Extraction

Companion Volume to the Proceedings of Conference including Posters/Demos and tutorial abstracts, 2005.

Che, Wanxiang and Jiang, Jianmin and Su, Zhong and Pan, Yue and Liu, Ting

Improved-Edit-Distance Kernel for Chinese Relation Extraction

Companion Volume to the Proceedings of Conference including Posters/Demos and tutorial abstracts, 2005.

Che, Wanxiang and Jiang, Jianmin and Su, Zhong and Pan, Yue and Liu, Ting

Semantic Role Labeling System Using Maximum Entropy Classifier

Proceedings of the Ninth Conference on Computational Natural Language Learning ({C}o{NLL}-2005), 189--192, 2005.

Liu, Ting and Che, Wanxiang and Li, Sheng and Hu, Yuxuan and Liu, Huaijun

Semantic Role Labeling System Using Maximum Entropy Classifier

Proceedings of the Ninth Conference on Computational Natural Language Learning ({C}o{NLL}-2005), 189--192, 2005.

Liu, Ting and Che, Wanxiang and Li, Sheng and Hu, Yuxuan and Liu, Huaijun

2004

A New Chinese Natural Language Understanding Architecture Based on Multilayer Search Mechanism

Proceedings of the Third {SIGHAN} Workshop on {C}hinese Language Processing, 134--140, 2004.

Che, Wanxiang and Liu, Ting and Li, Sheng

A New Chinese Natural Language Understanding Architecture Based on Multilayer Search Mechanism

Proceedings of the Third {SIGHAN} Workshop on {C}hinese Language Processing, 134--140, 2004.

Che, Wanxiang and Liu, Ting and Li, Sheng

Similar Chinese sentence retrieval based on improved edit-distance

High technology letters, 15--20, 2004.

Che, Wanxiang and Liu, Ting and Qin, Bing and Li, Sheng

Similar Chinese sentence retrieval based on improved edit-distance

High technology letters, 15--20, 2004.

Che, Wanxiang and Liu, Ting and Qin, Bing and Li, Sheng

2001

Fast deletion algorithm for large scale duplicated web pages

The twentieth anniversary Proceedings of the Chinese Information Processing Society of China (sequel), 18--25, 2001.

Gang, Zhang and Ting, Liu and Shi-Fu, Zheng and Wan-Xiang, Che and Sheng, Li

Fast deletion algorithm for large scale duplicated web pages

The twentieth anniversary Proceedings of the Chinese Information Processing Society of China (sequel), 18--25, 2001.

Gang, Zhang and Ting, Liu and Shi-Fu, Zheng and Wan-Xiang, Che and Sheng, Li