Enhancing Persona Consistency for LLMs' Role-Playing using Persona-Aware Contrastive Learning - Ke Ji; Yixin Lian; Linxu Li; Jingsheng Gao; Weiyuan Li; Bin Dai (CoRR, 2025)

Learning to Check: Unleashing Potentials for Self-Correction in Large Language Models - Che Zhang; Zhenyang Xiao; Chengcheng Han; Yixin Lian; Yuejian Fang (CoRR, 2024)

Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification - Ke Ji; Yixin Lian; Jingsheng Gao; Baoyuan Wang (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming - Jingsheng Gao; Yixin Lian; Ziyi Zhou; Yuzhuo Fu; Baoyuan Wang (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models - Chengcheng Han; Xiaowei Du; Che Zhang; Yixin Lian; Xiang Li; Ming Gao; Baoyuan Wang (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification - Ke Ji; Yixin Lian; Jingsheng Gao; Baoyuan Wang (CoRR, 2023)

LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming - Jingsheng Gao; Yixin Lian; Ziyi Zhou; Yuzhuo Fu; Baoyuan Wang (CoRR, 2023)

DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models - Chengcheng Han; Xiaowei Du; Che Zhang; Yixin Lian; Xiang Li; Ming Gao; Baoyuan Wang (CoRR, 2023)

MultiWOZ 2.3: A Multi-domain Task-Oriented Dialogue Dataset Enhanced with Annotation Corrections and Co-Reference Annotation - Ting Han; Ximing Liu; Ryuichi Takanobu; Yixin Lian; Chongxuan Huang; Dazhen Wan; Wei Peng; Minlie Huang (Natural Language Processing and Chinese Computing - 10th CCF International Conference, NLPCC 2021, Qingdao, China, October 13-17, 2021, Proceedings, Part II, 2021)

Detecting Log Anomalies with Multi-Head Attention (LAMA) - Yicheng Guo; Yujin Wen; Congwei Jiang; Yixin Lian; Yi Wan (CoRR, 2021)

MultiWOZ 2.3: A multi-domain task-oriented dataset enhanced with annotation corrections and co-reference annotation - Ting Han; Ximing Liu; Ryuichi Takanobu; Yixin Lian; Chongxuan Huang; Wei Peng; Minlie Huang (CoRR, 2020)