| 2025 | ACL | The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents. | Yihong Tang, Kehai Chen, Xuefeng Bai, Zheng-Yu Niu, Bo Wang, Jie Liu, Min Zhang |
| 2023 | ACL | XDailyDialog: A Multilingual Parallel Dialogue Corpus. | Zeming Liu, Ping Nie, Jie Cai, Haifeng Wang, Zheng-Yu Niu, Peng Zhang, Mrinmaya Sachan, Kaiping Peng |
| 2023 | ACL | Towards Zero-Shot Persona Dialogue Generation with In-Context Learning. | Xinchao Xu, Zeyang Lei, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang |
| 2022 | ACL | Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals. | Zeming Liu, Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu |
| 2022 | ACL | Long Time No See! Open-Domain Conversation with Long-Term Persona Memory. | Xinchao Xu, Zhibin Gou, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang, Shihang Wang |
| 2022 | EMNLP | PLATO-Ad: A Unified Advertisement Text Generation Framework with Multi-Task Prompt Learning. | Zeyang Lei, Chao Zhang, Xinchao Xu, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang, Yi Yang, Shuanglong Li |
| 2022 | EMNLP | CDConv: A Benchmark for Contradiction Detection in Chinese Conversations. | Chujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Minlie Huang |
| 2022 | IJCNLP | PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation. | Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhihua Wu, Zhen Guo, Hua Lu, Xinxian Huang, Xin Tian, Xinchao Xu, Yingzhan Lin, Zheng-Yu Niu |
| 2021 | ACL | Discovering Dialog Structure Graph for Coherent Dialog Generation. | Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che |
| 2020 | ACL | Towards Conversational Recommendation over Multi-Type Dialogs. | Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu |
| 2020 | ACL | Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation. | Jun Xu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu |
| 2020 | IJCAI | Enhancing Dialog Coherence with Event Graph Grounded Content Planning. | Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che |
| 2019 | EMNLP | Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs. | Zhibin Liu, Zheng-Yu Niu, Hua Wu, Haifeng Wang |
| 2018 | CIKM | MultiE: Multi-Task Embedding for Knowledge Base Completion. | Zhao Zhang, Fuzhen Zhuang, Zheng-Yu Niu, Deqing Wang, Qing He |
| 2017 | EMNLP | Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification. | Man Lan, Jianxiang Wang, Yuanbin Wu, Zheng-Yu Niu, Haifeng Wang |
| 2015 | IJCNN | Integrating word embeddings and traditional NLP features to measure textual entailment and semantic relatedness of sentence pairs. | Jiang Zhao, Man Lan, Zheng-Yu Niu, Yue Lu |
| 2014 | IJCNN | Recognizing cross-lingual textual entailment with co-training using similarity and difference views. | Jiang Zhao, Man Lan, Zheng-Yu Niu, Dong-Hong Ji |
| 2014 | SIGIR | Web page segmentation with structured prediction and its application in web page classification. | Lidong Bing, Rui Guo, Wai Lam, Zheng-Yu Niu, Haifeng Wang |
| 2013 | ACL | Leveraging Synthetic Discourse Data via Multi-task Learning for Implicit Discourse Relation Recognition. | Man Lan, Yu Xu, Zheng-Yu Niu |
| 2012 | IJCNN | Connective prediction using machine learning for implicit discourse relation classification. | Yu Xu, Man Lan, Yue Lu, Zheng-Yu Niu, Chew Lim Tan |
| 2012 | WWW | Exploiting user profile information for answer ranking in cQA. | Zhi-Min Zhou, Man Lan, Zheng-Yu Niu, Yue Lu |
| 2010 | COLING | Predicting Discourse Connectives for Implicit Discourse Relation Recognition. | Zhi-Min Zhou, Yu Xu, Zheng-Yu Niu, Man Lan, Jian Su, Chew Lim Tan |
| 2010 | SIGdial | The Effects of Discourse Connectives Prediction on Implicit Discourse Relation Recognition. | Zhi-Min Zhou, Man Lan, Zheng-Yu Niu, Yu Xu, Jian Su |
| 2009 | ACL | Exploiting Heterogeneous Treebanks for Parsing. | Zheng-Yu Niu, Haifeng Wang, Hua Wu |
| 2006 | ACL | Relation Extraction Using Label Propagation Based Semi-Supervised Learning. | Jinxiu Chen, Dong-Hong Ji, Chew Lim Tan, Zheng-Yu Niu |
| 2006 | ACL | Unsupervised Relation Disambiguation Using Spectral Clustering. | Jinxiu Chen, Dong-Hong Ji, Chew Lim Tan, Zheng-Yu Niu |
| 2006 | EMNLP | Unsupervised Relation Disambiguation with Order Identification Capabilities. | Jinxiu Chen, Dong-Hong Ji, Chew Lim Tan, Zheng-Yu Niu |
| 2006 | EMNLP | Partially Supervised Sense Disambiguation by Learning Sense Number from Tagged and Untagged Corpora. | Zheng-Yu Niu, Dong-Hong Ji, Chew Lim Tan |
| 2006 | NAACL | Semi-supervised Relation Extraction with Label Propagation. | Jinxiu Chen, Dong-Hong Ji, Chew Lim Tan, Zheng-Yu Niu |
| 2005 | ACL | Word Sense Disambiguation Using Label Propagation Based Semi-Supervised Learning. | Zheng-Yu Niu, Dong-Hong Ji, Chew Lim Tan |
| 2005 | CICLING | Word Sense Disambiguation by Semi-supervised Learning. | Zheng-Yu Niu, Dong-Hong Ji, Chew Lim Tan, Lingpeng Yang |
| 2005 | IJCNLP | Automatic Relation Extraction with Model Order Selection and Discriminative Label Identification. | Jinxiu Chen, Dong-Hong Ji, Chew Lim Tan, Zheng-Yu Niu |
| 2005 | IJCNLP | Unsupervised Feature Selection for Relation Extraction. | Jinxiu Chen, Donghong Ji, Chew Lim Tan, Zheng-Yu Niu |
| 2005 | NAACL | A Semi-Supervised Feature Clustering Algorithm with Application to Word Sense Disambiguation. | Zheng-Yu Niu, Dong-Hong Ji, Chew Lim Tan |
| 2004 | ACL | Learning Word Sense With Feature Selection and Order Identification Capabilities. | Zheng-Yu Niu, Dong-Hong Ji, Chew Lim Tan |
| 2004 | CICLING | Feature Selection for Chinese Character Sense Discrimination. | Zheng-Yu Niu, Dong-Hong Ji |
| 2004 | CIKM | Document clustering based on cluster validation. | Zheng-Yu Niu, Dong-Hong Ji, Chew Lim Tan |