Transfer Capsule Network for Aspect Level Sentiment Classification. - Zhuang Chen 002; Tieyun Qian (ACL (1), 2019)

Aspect-Level Sentiment Classification with Dependency Rules and Dual Attention. - Yunkai Yang; Tieyun Qian; Zhuang Chen 002 (ICONIP (2), 2019)

Aspect Aware Learning for Aspect Category Sentiment Analysis. - Peisong Zhu; Zhuang Chen 002; Haojie Zheng; Tieyun Qian (ACM Trans. Knowl. Discov. Data, 2019)

Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis. - Zhuang Chen 002; Tieyun Qian (ACL, 2020)

Enhancing Aspect Term Extraction with Soft Prototypes. - Zhuang Chen 002; Tieyun Qian (EMNLP (1), 2020)

Bridge-Based Active Domain Adaptation for Aspect Term Extraction. - Zhuang Chen 002; Tieyun Qian (ACL/IJCNLP (1), 2021)

Generating Pseudo Connectives with MLMs for Implicit Discourse Relation Recognition. - Congcong Jiang; Tieyun Qian; Zhuang Chen 002; Kejian Tang; Shaohui Zhan; Tao Zhan (PRICAI (2), 2021)

Retrieve-and-Edit Domain Adaptation for End2End Aspect Based Sentiment Analysis. - Zhuang Chen 002; Tieyun Qian (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Description and demonstration guided data augmentation for sequence tagging. - Zhuang Chen 002; Tieyun Qian (World Wide Web, 2022)

PAL: Persona-Augmented Emotional Support Conversation Generation. - Jiale Cheng; Sahand Sabour; Hao Sun 012; Zhuang Chen 002; Minlie Huang (ACL (Findings), 2023)

Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach. - Jinfeng Zhou; Zhuang Chen 002; Bo Wang; Minlie Huang (ACL (1), 2023)

Mimicking the Thinking Process for Emotion Recognition in Conversation with Prompts and Paraphrasing. - Ting Zhang; Zhuang Chen 002; Ming Zhong 002; Tieyun Qian (IJCAI, 2023)

COKE: A Cognitive Knowledge Graph for Machine Theory of Mind. - Jincenzi Wu; Zhuang Chen 002; Jiawen Deng; Sahand Sabour; Minlie Huang (CoRR, 2023)

CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models. - Jinfeng Zhou; Zhuang Chen 002; Dazhen Wan; Bosi Wen; Yi Song; Jifan Yu; Yongkang Huang; Libiao Peng; Jiaming Yang; Xiyao Xiao; Sahand Sabour; Xiaohan Zhang; et al. (CoRR, 2023)

ToMBench: Benchmarking Theory of Mind in Large Language Models. - Zhuang Chen 002; Jincenzi Wu; Jinfeng Zhou; Bosi Wen; Guanqun Bi; Gongyao Jiang; Yaru Cao; Mengting Hu; Yunghwei Lai; Zexuan Xiong; Minlie Huang (ACL (1), 2024)

COKE: A Cognitive Knowledge Graph for Machine Theory of Mind. - Jincenzi Wu; Zhuang Chen 002; Jiawen Deng; Sahand Sabour; Helen Meng; Minlie Huang (ACL (1), 2024)

CharacterGLM: Customizing Social Characters with Large Language Models. - Jinfeng Zhou; Zhuang Chen 002; Dazhen Wan; Bosi Wen; Yi Song; Jifan Yu; Yongkang Huang; Pei Ke; Guanqun Bi; Libiao Peng; Jiaming Yang; Xiyao Xiao; et al. (EMNLP (Industry Track), 2024)

Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph. - Zhuang Chen 002; Jiawen Deng; Jinfeng Zhou; Jincenzi Wu; Tieyun Qian; Minlie Huang (NAACL-HLT, 2024)

Enhancing Emotional Support Conversation with Cognitive Chain-of-Thought Reasoning. - Yaru Cao; Zhuang Chen 002; Guanqun Bi; Yulin Feng; Min Chen; Fucheng Wan; Minlie Huang; Hongzhi Yu (NLPCC (1), 2024)

SocialSim: Towards Socialized Simulation of Emotional Support Conversation. - Zhuang Chen 002; Yaru Cao; Guanqun Bi; Jincenzi Wu; Jinfeng Zhou; Xiyao Xiao; Si Chen; Hongning Wang; Minlie Huang (AAAI, 2025)

SS-GEN: A Social Story Generation Framework with Large Language Models. - Yi Feng; Mingyang Song; Jiaqi Wang 006; Zhuang Chen 002; Guanqun Bi; Minlie Huang; Liping Jing; Jian Yu 001 (AAAI, 2025)

CharacterBench: Benchmarking Character Customization of Large Language Models. - Jinfeng Zhou; Yongkang Huang; Bosi Wen; Guanqun Bi; Yuxuan Chen; Pei Ke; Zhuang Chen 002; Xiyao Xiao; Libiao Peng; Kuntian Tang; Rongsheng Zhang; Le Zhang; et al. (AAAI, 2025)

MAGI: Multi-Agent Guided Interview for Psychiatric Assessment. - Guanqun Bi; Zhuang Chen 002; Zhoufu Liu; Hongkai Wang; Xiyao Xiao; Yuqiang Xie; Wen Zhang; Yongkang Huang; Yuxuan Chen; Libiao Peng; Minlie Huang (ACL (Findings), 2025)

Generative Meta-Learning for Zero-Shot Relation Triplet Extraction. - Wanli Li 002; Tieyun Qian; Yi Song; Zeyu Zhang 004; Jiawei Li 008; Zhuang Chen 002; Lixin Zou (SIGIR, 2025)

MAGI: Multi-Agent Guided Interview for Psychiatric Assessment. - Guanqun Bi; Zhuang Chen 002; Zhoufu Liu; Hongkai Wang; Xiyao Xiao; Yuqiang Xie; Wen Zhang; Yongkang Huang; Yuxuan Chen; Libiao Peng; Yi Feng; Minlie Huang (CoRR, 2025)

Ψ-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback. - Shijing Zhu; Zhuang Chen 002; Guanqun Bi; Binghang Li; Yaxi Deng; Dazhen Wan; Libiao Peng; Xiyao Xiao; Rongsheng Zhang; Tangjie Lv; Zhipeng Hu; Fangfang Li; et al. (CoRR, 2025)

Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models. - Yi Feng; Jiaqi Wang 006; Wenxuan Zhang; Zhuang Chen 002; Yutong Shen; Xiyao Xiao; Minlie Huang; Liping Jing; Jian Yu 001 (CoRR, 2025)

Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning. - Zhuang Chen 002; Guanqun Bi; Wen Zhang; Jiawei Hu; Aoyun Wang; Xiyao Xiao; Kun Feng; Minlie Huang (CoRR, 2025)