Jingyan Zhou

According to our database, Jingyan Zhou authored at least 23 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Haitao Mi, Dong Yu, Irwin King

CoRR, May, 2025

On the Within-class Variation Issue in Alzheimer's Disease Detection.

Jiawen Kang, Dongrui Han, Lingwei Meng, Jingyan Zhou, Jinchao Li, Xixin Wu, Helen Meng

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Knowledge Graph Denoising with Dual Contrast for Recommendation.

Jingyan Zhou, Zhilong Shan, Zhengyang Wu, Xiaoyong Hu, Su Mu

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

NILE: Internal Consistency Alignment in Large Language Models.

Minda Hu, Qiyuan Zhang, Yufei Wang, Bowei He, Hongru Wang, Jingyan Zhou, Liangyou Li, Yasheng Wang, Chen Ma, Irwin King

CoRR, 2024

Towards Within-Class Variation in Alzheimer's Disease Detection from Spontaneous Speech.

Jiawen Kang, Dongrui Han, Lingwei Meng, Jingyan Zhou, Jinchao Li, Xixin Wu, Helen Meng

CoRR, 2024

Purple-teaming LLMs with Adversarial Defender Training.

Jingyan Zhou, Kun Li, Junan Li, Jiawen Kang, Minda Hu, Xixin Wu, Helen Meng

CoRR, 2024

Enhancing Biomedical Knowledge Retrieval-Augmented Generation with Self-Rewarding Tree Search and Proximal Policy Optimization.

Minda Hu, Licheng Zong, Hongru Wang, Jingyan Zhou, Jingjing Li, Yichen Gao, Kam-Fai Wong, Yu Li, Irwin King

CoRR, 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

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation.

Minda Hu, Licheng Zong, Hongru Wang, Jingyan Zhou, Jingjing Li, Yichen Gao, Kam-Fai Wong, Yu Li, Irwin King

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

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

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

A Survey of the Evolution of Language Model-Based Dialogue Systems.

Hongru Wang, Lingzhi Wang, Yiming Du, Liang Chen, Jingyan Zhou, Yufei Wang, Kam-Fai Wong

CoRR, 2023

SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting.

Xiaoying Zhang, Baolin Peng, Kun Li, Jingyan Zhou, Helen Meng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

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, Shiqi Zhao, Qun Liu

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, Qun Liu, Helen Meng

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

COLD: A Benchmark for Chinese Offensive Language Detection.

Jiawen Deng, Jingyan Zhou, Hao Sun, Fei Mi, Minlie Huang

CoRR, 2022

Overview of NLPCC 2022 Shared Task 7: Fine-Grained Dialogue Social Bias Measurement.

Jingyan Zhou, Fei Mi, Helen Meng, Jiawen Deng

Proceedings of the Natural Language Processing and Chinese Computing, 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, Qun Liu, Helen Meng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

COLD: A Benchmark for Chinese Offensive Language Detection.

Jiawen Deng, Jingyan Zhou, Hao Sun, Chujie Zheng, Fei Mi, Helen Meng, Minlie Huang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

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, Wai Lam, Helen Meng

CoRR, 2021

Automatic Extraction of Semantic Patterns in Dialogs using Convex Polytopic Model.

Jingyan Zhou, Xiaoying Zhang, Xiaohan Feng, King Keung Wu, Helen Meng

Proceedings of the 12th International Symposium on Chinese Spoken Language Processing, 2021

2020

The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service.

Meng Chen, Ruixue Liu, Lei Shen, Shaozu Yuan, Jingyan Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou

Proceedings of The 12th Language Resources and Evaluation Conference, 2020