The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service. - Meng Chen 006; Ruixue Liu; Lei Shen 001; Shaozu Yuan; Jingyan Zhou; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (LREC, 2020)

Automatic Extraction of Semantic Patterns in Dialogs using Convex Polytopic Model. - Jingyan Zhou; Xiaoying Zhang; Xiaohan Feng; King Keung Wu; Helen Meng (ISCSLP, 2021)

Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response Generation. - Mudit Chaudhary; Borislav Dzodzo; Sida Huang; Chun Hei Lo; Mingzhi Lyu; Lun Yiu Nie; Jinbo Xing; Tianhua Zhang; Xiaoying Zhang; Jingyan Zhou; Hong Cheng 001; Wai Lam; et al. (CoRR, 2021)

COLD: A Benchmark for Chinese Offensive Language Detection. - Jiawen Deng; Jingyan Zhou; Hao Sun 012; Chujie Zheng; Fei Mi; Helen Meng; Minlie Huang (EMNLP, 2022)

Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark. - Jingyan Zhou; Jiawen Deng; Fei Mi; Yitong Li; Yasheng Wang; Minlie Huang; Xin Jiang 002; Qun Liu 001; Helen Meng (EMNLP (Findings), 2022)

Overview of NLPCC 2022 Shared Task 7: Fine-Grained Dialogue Social Bias Measurement. - Jingyan Zhou; Fei Mi; Helen Meng; Jiawen Deng (NLPCC (2), 2022)

COLD: A Benchmark for Chinese Offensive Language Detection. - Jiawen Deng; Jingyan Zhou; Hao Sun 012; Fei Mi; Minlie Huang (CoRR, 2022)

Convex Polytope Modelling for Unsupervised Derivation of Semantic Structure for Data-efficient Natural Language Understanding. - Jingyan Zhou; Xiaohan Feng; King Keung Wu; Helen Meng (CoRR, 2022)

Towards Identifying Social Bias in Dialog Systems: Frame, Datasets, and Benchmarks. - Jingyan Zhou; Jiawen Deng; Fei Mi; Yitong Li; Yasheng Wang; Minlie Huang; Xin Jiang 002; Qun Liu 001; Helen Meng (CoRR, 2022)

PANGUBOT: Efficient Generative Dialogue Pre-training from Pre-trained Language Model. - Fei Mi; Yitong Li; Yulong Zeng; Jingyan Zhou; Yasheng Wang; Chuanfei Xu; Lifeng Shang; Xin Jiang 002; Shiqi Zhao; Qun Liu 001 (CoRR, 2022)

SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting. - Xiaoying Zhang; Baolin Peng; Kun Li 003; Jingyan Zhou; Helen Meng (EMNLP (Findings), 2023)

A Survey of the Evolution of Language Model-Based Dialogue Systems. - Hongru Wang 003; Lingzhi Wang 001; Yiming Du; Liang Chen 001; Jingyan Zhou; Yufei Wang 005; Kam-Fai Wong (CoRR, 2023)

Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation. - Xiaoying Zhang; Baolin Peng; Ye Tian; Jingyan Zhou; Lifeng Jin; Linfeng Song; Haitao Mi; Helen Meng (ACL (1), 2024)

SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation. - Minda Hu; Licheng Zong; Hongru Wang 003; Jingyan Zhou; Jingjing Li 007; Yichen Gao; Kam-Fai Wong; Yu Li 006; Irwin King (EMNLP (Findings), 2024)

Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? - Jingyan Zhou; Minda Hu; Junan Li; Xiaoying Zhang; Xixin Wu; Irwin King; Helen Meng (NAACL-HLT (Findings), 2024)

Enhancing Biomedical Knowledge Retrieval-Augmented Generation with Self-Rewarding Tree Search and Proximal Policy Optimization. - Minda Hu; Licheng Zong; Hongru Wang 003; Jingyan Zhou; Jingjing Li 007; Yichen Gao; Kam-Fai Wong; Yu Li 006; Irwin King (CoRR, 2024)

Purple-teaming LLMs with Adversarial Defender Training. - Jingyan Zhou; Kun Li 003; Junan Li; Jiawen Kang 002; Minda Hu; Xixin Wu; Helen Meng (CoRR, 2024)

Towards Within-Class Variation in Alzheimer's Disease Detection from Spontaneous Speech. - Jiawen Kang 002; Dongrui Han; Lingwei Meng; Jingyan Zhou; Jinchao Li; Xixin Wu; Helen Meng (CoRR, 2024)

NILE: Internal Consistency Alignment in Large Language Models. - Minda Hu; Qiyuan Zhang; Yufei Wang 005; Bowei He; Hongru Wang 003; Jingyan Zhou; Liangyou Li; Yasheng Wang; Chen Ma 001; Irwin King (CoRR, 2024)

Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching. - Xiaoying Zhang; Baolin Peng; Ye Tian; Jingyan Zhou; Yipeng Zhang; Haitao Mi; Helen M. Meng (ACL (Findings), 2025)

Knowledge Graph Denoising with Dual Contrast for Recommendation. - Jingyan Zhou; Zhilong Shan; Zhengyang Wu; Xiaoyong Hu; Su Mu (ICIC (22), 2025)

WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback. - Minda Hu; Tianqing Fang; Jianshu Zhang; Junyu Ma; Zhisong Zhang; Jingyan Zhou; Hongming Zhang 009; Haitao Mi; Dong Yu 001; Irwin King (CoRR, 2025)