| 2026 | AAAI | DMOSpeech 2: Reinforcement Learning for Duration Prediction in Metric-Optimized Speech Synthesis. | Yinghao Aaron Li, Xilin Jiang, Fei Tao, Cheng Niu, Kaifeng Xu, Juntong Song, Nima Mesgarani |
| 2026 | ACL | Contextual Relevance and Adaptive Sampling for LLM-Based Document Reranking. | Jerry Huang, Siddarth Madala, Cheng Niu, Julia Hockenmaier, Tong Zhang |
| 2026 | ACL | OpenGenAlign: A Preference Dataset and Benchmark for Trustworthy Reward Modeling in Open-Ended, Long-Context Generation. | Hanning Zhang, Juntong Song, Juno Zhu, Yuanhao Wu, Tong Zhang, Cheng Niu |
| 2026 | EACL | Tackling Distractor Documents in Multi-Hop QA with Reinforcement and Curriculum Learning. | Jerry Huang, Siddarth Madala, Risham Sidhu, Cheng Niu, Hao Peng, Julia Hockenmaier, Tong Zhang |
| 2026 | KDD | LLM-based Few-Shot Early Rumor Detection with Imitation Agent. | Fengzhu Zeng, Qian Shao, Ling Cheng, Wei Gao, Shih-Fen Cheng, Jing Ma, Cheng Niu |
| 2024 | ACL | VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning. | Cheng Niu, Yang Guan, Yuanhao Wu, Juno Zhu, Juntong Song, Randy Zhong, Kaihua Zhu, Siliang Xu, Shizhe Diao, Tong Zhang |
| 2024 | ACL | Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation. | Cheng Niu, Xingguang Wang, Xuxin Cheng, Juntong Song, Tong Zhang |
| 2024 | ACL | RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models. | Cheng Niu, Yuanhao Wu, Juno Zhu, Siliang Xu, Kashun Shum, Randy Zhong, Juntong Song, Tong Zhang |
| 2024 | EMNLP | RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation. | Juntong Song, Xingguang Wang, Juno Zhu, Yuanhao Wu, Xuxin Cheng, Randy Zhong, Cheng Niu |
| 2020 | ACL | A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking. | Yong Shan, Zekang Li, Jinchao Zhang, Fandong Meng, Yang Feng, Cheng Niu, Jie Zhou |
| 2020 | ACL | Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. | Xiaoyu Shen, Ernie Chang, Hui Su, Cheng Niu, Dietrich Klakow |
| 2020 | ACL | Diversifying Dialogue Generation with Non-Conversational Text. | Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie Zhou |
| 2020 | COLING | Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack. | Keqing He, Jinchao Zhang, Yuanmeng Yan, Weiran Xu, Cheng Niu, Jie Zhou |
| 2020 | EMNLP | MovieChats: Chat like Humans in a Closed Domain. | Hui Su, Xiaoyu Shen, Xiao Zhou, Zheng Zhang, Ernie Chang, Cheng Zhang, Cheng Niu, Jie Zhou |
| 2019 | ACL | Incremental Transformer with Deliberation Decoder for Document Grounded Conversations. | Zekang Li, Cheng Niu, Fandong Meng, Yang Feng, Qian Li, Jie Zhou |
| 2019 | ACL | Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation. | Zhiqiang Liu, Zuohui Fu, Jie Cao, Gerard de Melo, Yik-Cheung Tam, Cheng Niu, Jie Zhou |
| 2019 | ACL | Improving Multi-turn Dialogue Modelling with Utterance ReWriter. | Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou |
| 2018 | ICDM | A General Cross-Domain Recommendation Framework via Bayesian Neural Network. | Jia He, Rui Liu, Fuzhen Zhuang, Fen Lin, Cheng Niu, Qing He |
| 2018 | ICDM | Cross-Domain Labeled LDA for Cross-Domain Text Classification. | Baoyu Jing, Chenwei Lu, Deqing Wang, Fuzhen Zhuang, Cheng Niu |
| 2018 | IJCAI | Adaboost with Auto-Evaluation for Conversational Models. | Juncen Li, Ping Luo, Ganbin Zhou, Fen Lin, Cheng Niu |
| 2009 | ECIR | Joint Ranking for Multilingual Web Search. | Wei Gao, Cheng Niu, Ming Zhou, Kam-Fai Wong |
| 2008 | ACL | Combining Multiple Resources to Improve SMT-based Paraphrasing Model. | Shiqi Zhao, Cheng Niu, Ming Zhou, Ting Liu, Sheng Li |
| 2007 | IJCAI | Named Entity Translation with Web Mining and Transliteration. | Long Jiang, Ming Zhou, Lee-Feng Chien, Cheng Niu |
| 2007 | WWW | Demographic prediction based on user's browsing behavior. | Jian Hu, Hua-Jun Zeng, Hua Li, Cheng Niu, Zheng Chen |
| 2007 | SIGIR | Cross-lingual query suggestion using query logs of different languages. | Wei Gao, Cheng Niu, Jian-Yun Nie, Ming Zhou, Jian Hu, Kam-Fai Wong, Hsiao-Wuen Hon |
| 2006 | ACL | A DOM Tree Alignment Model for Mining Parallel Data from the Web. | Lei Shi, Cheng Niu, Ming Zhou, Jianfeng Gao |
| 2005 | CoNLL | Word Independent Context Pair Classification Model for Word Sense Disambiguation. | Cheng Niu, Wei Li, Rohini K. Srihari, Huifeng Li |
| 2004 | ACL | Weakly Supervised Learning for Cross-document Person Name Disambiguation Supported by Information Extraction. | Cheng Niu, Wei Li, Rohini K. Srihari |
| 2003 | ACL | An Expert Lexicon Approach to Identifying English Phrasal Verbs. | Wei Li, Xiuhong Zhang, Cheng Niu, Yuankai Jiang, Rohini K. Srihari |
| 2003 | ACL | A Bootstrapping Approach to Named Entity Classification Using Successive Learners. | Cheng Niu, Wei Li, Jihong Ding, Rohini K. Srihari |
| 2003 | FlAIRS | Orthographic Case Restoration Using Supervised Learning Without Manual Annotation. | Cheng Niu, Wei Li, Jihong Ding, Rohini K. Srihari |
| 2003 | ICDAR | A Case Restoration Approach to Named Entity Tagging in Degraded Documents. | Rohini K. Srihari, Cheng Niu, Wei Li, Jihong Ding |
| 2003 | NAACL | Bootstrapping for Named Entity Tagging Using Concept-based Seeds. | Cheng Niu, Wei Li, Jihong Ding, Rohini K. Srihari |
| 2002 | COLING | Location Normalization for Information Extraction. | Huifeng Li, Rohini K. Srihari, Cheng Niu, Wei Li |