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