Jingyan Zhou

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 20

Top Topics

Natural Language Understanding

Knowledge Retrieval

Customer Service

Top Venues

EMNLP (Findings)

Publications

Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation. CoRR (2024)
Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Yipeng Zhang, Haitao Mi, Helen Meng
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching. CoRR (2024)
Minda Hu, Licheng Zong, Hongru Wang, Jingyan Zhou, Jingjing Li, Yichen Gao, Kam-Fai Wong, Yu Li, Irwin King
Enhancing Biomedical Knowledge Retrieval-Augmented Generation with Self-Rewarding Tree Search and Proximal Policy Optimization. CoRR (2024)
Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation. ACL (1) (2024)
Jingyan Zhou, Kun Li, Junan Li, Jiawen Kang, Minda Hu, Xixin Wu, Helen Meng
Purple-teaming LLMs with Adversarial Defender Training. CoRR (2024)
Xiaoying Zhang, Baolin Peng, Kun Li, Jingyan Zhou, Helen Meng
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting. EMNLP (Findings) (2023)
Jingyan Zhou, Minda Hu, Junan Li, Xiaoying Zhang, Xixin Wu, Irwin King, Helen Meng
Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? CoRR (2023)
Xiaoying Zhang, Baolin Peng, Kun Li, Jingyan Zhou, Helen Meng
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting. CoRR (2023)
Hongru Wang, Lingzhi Wang, Yiming Du, Liang Chen, Jingyan Zhou, Yufei Wang, Kam-Fai Wong
A Survey of the Evolution of Language Model-Based Dialogue Systems. CoRR (2023)
Jingyan Zhou, Xiaohan Feng, King Keung Wu, Helen Meng
Convex Polytope Modelling for Unsupervised Derivation of Semantic Structure for Data-efficient Natural Language Understanding. CoRR (2022)
Jiawen Deng, Jingyan Zhou, Hao Sun, Chujie Zheng, Fei Mi, Helen Meng, Minlie Huang
COLD: A Benchmark for Chinese Offensive Language Detection. EMNLP (2022)
Fei Mi, Yitong Li, Yulong Zeng, Jingyan Zhou, Yasheng Wang, Chuanfei Xu, Lifeng Shang, Xin Jiang, Shiqi Zhao, Qun Liu
PANGUBOT: Efficient Generative Dialogue Pre-training from Pre-trained Language Model. CoRR (2022)
Jingyan Zhou, Jiawen Deng, Fei Mi, Yitong Li, Yasheng Wang, Minlie Huang, Xin Jiang, Qun Liu, Helen Meng
Towards Identifying Social Bias in Dialog Systems: Frame, Datasets, and Benchmarks. CoRR (2022)
Jingyan Zhou, Jiawen Deng, Fei Mi, Yitong Li, Yasheng Wang, Minlie Huang, Xin Jiang, Qun Liu, Helen Meng
Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark. EMNLP (Findings) (2022)
Jingyan Zhou, Fei Mi, Helen Meng, Jiawen Deng
Overview of NLPCC 2022 Shared Task 7: Fine-Grained Dialogue Social Bias Measurement. NLPCC (2) (2022)
Jiawen Deng, Jingyan Zhou, Hao Sun, Fei Mi, Minlie Huang
COLD: A Benchmark for Chinese Offensive Language Detection. CoRR (2022)
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
Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response Generation. CoRR (2021)
Jingyan Zhou, Xiaoying Zhang, Xiaohan Feng, King Keung Wu, Helen Meng
Automatic Extraction of Semantic Patterns in Dialogs using Convex Polytopic Model. ISCSLP (2021)
Meng Chen, Ruixue Liu, Lei Shen, Shaozu Yuan, Jingyan Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou
The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service. LREC (2020)
Meng Chen, Ruixue Liu, Lei Shen, Shaozu Yuan, Jingyan Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou
The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service. CoRR (2019)