Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay Generation

EMNLP

Ruiyu, Xiao and Lei, Wu and Yuhang, Gou and Weinan, Zhang and Ting, Liu

A Self-verified Method for Exploring Simile Knowledge from Pre-trained Language Models

COLING

Ma, Longxuan and Ke, Changxin and Zhou, Shuhan and Sun, Churui and Zhang, Wei-Nan and Liu, Ting

Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models

findings of ACL

Mingda, Li and Xinyu, Li and Yifan, Chen and Wenfeng, Xuan and Wei-Nan, Zhang

Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue

Findings of EMNLP

Liu, Yuanxing and Zhang, Wei-Nan and Chen, Yifan and Zhang, Yuchi and Bai, Haopeng and Feng, Fan and Cui, Hengbin and Li, Yongbin and Che, Wanxiang

Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements

Findings of EMNLP

Qian, Yushan and Zhang, Wei-Nan and Liu, Ting

I run as fast as a rabbit, can you? A Multilingual Simile Dialogues Datasets

Findings of ACL

Ma, Longxuan and Zhang, Wei-Nan and Zhou, Shuhan and Sun, Churui and Ke, Changxin and Liu, Ting

Improving Robustness of Intent Detection Under Adversarial Attacks: A Geometric Constraint Perspective

IEEE Transaction on Neural Networks and Learning Systems

Qi, Biqing and Zhou, Bowen and Zhang, Weinan and Liu, Jianxing and Wu, Ligang

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

KDD

Dong, Hongyuan and Zhang, Weinan and Che*, Wanxiang

Policy-driven Knowledge Selection and Response Generation for Document-grounded Dialogue

TOIS

Ma, Longxuan and Li, Jiapeng and Li, Mingda and Zhang, Wei-Nan and Liu, Ting

Through the Lens of Core Competency: Survey on Evaluation of Large Language Models

CCL

Zhuang, Ziyu and Chen, Qiguang and Ma, Longxuan and Li, Mingda and Han, Yi and Qian, Yushan and Bai, Haopeng and Zhang, Weinan and Liu, Ting

U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation

SIGIR

Liu, Yuanxing and Zhang, Weinan and Dong, Baohua and Fan, Yan and Wang, Hang and Feng, Fan and Chen, Yifan and Zhuang, Ziyu and Cui, Hengbin and Li, Yongbin and Che, Wanxiang

A Stack-Propagation Framework for Low-Resource Personalized Dialogue Generation

TOIS

Song, Haoyu and Zhang, Wei-Nan and Zhang, Kaiyan and Liu, Ting

A Static and Dynamic Attention Framework for Multi Turn Dialogue Generation

TOIS

Zhang, Weinan and Cui, Yiming and Zhang, Kaiyan and Wang, Yifa and Zhu, Qingfu and Li, Lingzhi and Liu, Ting

Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch

ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP)

Di, Donglin and Song, Xianyang and Zhang, Weinan and Zhang, Yue and Wang, Fanglin

CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment

ACL

Song, Haoyu and Dong, Li and Zhang, Weinan and Liu, Ting and Wei, Furu

Multilingual multi-aspect explainability analyses on machine reading comprehension models

iScience

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

SelF- Eval: Self-supervised Fine- grained Dialogue Evaluation

COLING

Ma, Longxuan and Zhuang, Ziyu and Zhang, Wei-Nan and Li, Mingda and Liu, Ting

Visualizing attention zones in machine reading comprehension models

STAR Protocols

Cui, Yiming and Zhang, Wei-Nan and Liu, Ting

BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data

ACL

Song, Haoyu and Wang, Yan and Zhang, Kaiyan and Zhang, Wei-Nan and Liu, Ting

Neural Stylistic Response Generation with Disentangled Latent Variables

ACL

Zhu, Qingfu and Zhang, Wei-Nan and Liu, Ting and Wang, William

Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey

TOIS

Ma, Longxu and Li, Mingda and Zhang, Wei-Nan and Li, Jiapeng and Liu, Ting

What did you refer to? Evaluating Co-references in Dialogue

Findings of ACL

Zhang, Wei-Nan and Zhang, Yue and Tang, Hanlin and Zhao, Zhengyu and Zhu, Caihai and Liu, Ting

A Compare Aggregate Transformer for Understanding Document-grounded Dialogue

Findings of EMNLP

Ma, Longxuan and Zhang, Wei-Nan and Sun, Runxin and Liu, Ting

辩证看待对话历史：基于文档的对话技术研究

CCIR

Counterfactual Off-Policy Training for Neural Dialogue Generation

EMNLP

Zhu, Qingfu and Zhang, Wei-Nan and Liu, Ting and Wang, William

Discriminative Sentence Modeling for Story Ending Prediction

AAAI

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

Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation

ACL

Song, Haoyu and Wang, Yan and Zhang, Wei-Nan and Liu, Xiaojiang and Liu, Ting

Generating Persona Consistent Dialogues by Exploiting Natural Language Inference

AAAI

Song, Haoyu and Zhang, Wei-Nan and Hu, Jingwen and Liu, Ting

Keywords Generation Improves E-Commerce Session-based Recommendation

WWW

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

Profile Consistency Identification for Open-domain Dialogue Agents

EMNLP

Song, Haoyu and Wang, Yan and Zhang, Wei-Nan and Zhao, Zhengyu and Liu, Ting and Liu, Xiaojiang

A Neural Approach for Verb Phrase Ellipsis Resolution

AAAI

Zhang, Wei-Nan and Zhang, Yue and Liu, Yuanxing and Di, Donglin and Liu, Ting

An Evaluation of Chinese Human-Computer Dialogue Technology

Data Intelligence (2019) 1 (2): 187–200.

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

Chinese Zero Pronoun Resolution: A Collaborative Filtering-based Approach

ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP)

Yin, Qingyu and Zhang, Wei-Nan and Zhang, Yu and Liu, Ting

Exploiting Persona Information for Diverse Generation of Conversational Responses

IJCAI

Song, Haoyu and Zhang, Wei-Nan and Cui, Yiming and Wang, Dong and Liu, Ting

Order-Sensitive Keywords Based Response Generation in Open-Domain Conversational Systems

ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP)

Zhu, Qingfu and Zhang, Wei-Nan and Cui, Lei and Liu, Ting

Retrieval-Enhanced Adversarial Training for Neural Response Generation

ACL

Zhu, Qingfu and Cui, Lei and Zhang, Wei-Nan and Wei, Furu and Liu, Ting

Topical Co-Attention Networks for Hashtag Recommendation on microblogs

Neurocomputing

Li, Yang and Liu, Ting and Hu, Jingwen and Jiang, Jing

TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based Chatbots

In Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)

Cui, Yiming and Shao, Nan and He, Su and Zhang, Wei-Nan and Liu, Ting and Wang, Shijin and Hu, Guoping

Context-Sensitive Generation of Open-Domain Conversational Responses

COLING

Zhang, Wei-Nan and Cui, Yiming and Wang, Yifa and Zhu, Qingfu and Li, Lingzhi and Zhou, Lianqiang and Liu, Ting

Deep Reinforcement Learning for Chinese Zero Pronoun Resolution

ACL

Yin, Qingyu and Zhang, Yu and Zhang, Wei-Nan and Liu, Ting and

Exploring Implicit Feedback for Open Domain Conversation Generation

AAAI

Zhang, Wei-Nan and Li, Lingzhi and Cao, Dongyan and Zhou, Lianqiang and Liu, Ting

Neural personalized response generation as domain adaptation

World Wide Web

Zhang, Wei-Nan and Zhu, Qingfu and Wang, Yifa and Zhao, Yanyan and Liu, Ting

Zero Pronoun Resolution with Attention-based Neural Network

COLING

Yin, Qingyu and Zhang, Yu and Zhang, Wei-Nan and Liu, Ting and

A Deep Neural Network for Chinese Zero Pronoun Resolution

IJCAI

Yin, Qingyu and Zhang, Wei-Nan and Zhang, Yu and Liu, Ting

Benben: A Chinese Intelligent Conversational Robot

ACL

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

Chinese Zero Pronoun Resolution with Deep Memory Network

EMNLP

Yin, Qingyu and Zhang, Yu and Zhang, Wei-Nan and Liu, Ting

Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution

ACL

Liu, Ting and Cui, Yiming and Yin, Qingyu and Zhang, Wei-Nan and Wang, Shijin and Hu, Guoping

Neural Recovery Machine for Chinese Dropped Pronoun

Frontiers of Computer Science

Zhang, Wei-Nan and Liu, Ting and Yin, Qingyu and Zhang, Yu