About me

I am currently a postdoctoral researcher in the COAI group at Tsinghua University.

Prior to this, I received my PhD degree from the School of Computer Science, Wuhan University, supervised by Professor Tieyun Qian, and my B.S. and M.Eng degrees from the Department of EST, HUST, supervised by Professor Guoyi Yu.

My current research interests focus on Natural Language Processing (NLP), with an emphasis on Large Language Models (LLMs), Social Intelligence, Computational Psychology, and related areas.

Publication

1. Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph

   Zhuang Chen, Jiawen Deng, Jinfeng Zhou, Jincenzi Wu, Tieyun Qian, Minlie Huang

   NAACL 2024 (CCF-B)

2. ToMBench: Benchmarking Theory of Mind in Large Language Models

   Zhuang Chen†, Jincenzi Wu†, Jinfeng Zhou†, Bosi Wen†, Guanqun Bi, Gongyao Jiang, Yaru Cao, Mengting Hu, Yunghwei Lai, Zexuan Xiong, Minlie Huang

   ACL 2024 (CCF-A)

3. CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models

   Jinfeng Zhou†, Zhuang Chen†, Dazhen Wan†, Bosi Wen†, Yi Song†, Jifan Yu, Yongkang Huang, Libiao Peng, Jiaming Yang, Xiyao Xiao, Sahand Sabour, Xiaohan Zhang, Wenjing Hou, Yijia Zhang, Yuxiao Dong, Jie Tang, Minlie Huang

   arXiv preprint arXiv:2311.16832

4. COKE: A Cognitive Knowledge Graph for Machine Theory of Mind

   Jincenzi Wu†, Zhuang Chen†, Jiawen Deng, Sahand Sabour, Minlie Huang

   ACL 2024 (CCF-A)

5. Low-Resource Aspect-Based Sentiment Analysis: A Survey

   Zhuang Chen, Tieyun Qian, Wanli Li, Ting Zhang, Shen Zhou, Ming Zhong, Yuanyuan Zhu, Mengchi Liu

   Chinese Journal of Computers 2023 (CCF-T1 Chinese Journal)

6. Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach

   Jinfeng Zhou†, Zhuang Chen†, Bo Wang, Minlie Huang

   ACL 2023 (CCF-A)

7. Mimicking the Thinking Process for Emotion Recognition in Conversation with Prompts and Paraphrasing

   Ting Zhang, Zhuang Chen, Ming Zhong, Tieyun Qian

   IJCAI 2023 (CCF-A)

8. Enhancing Offensive Language Detection with Data Augmentation and Knowledge Distillation

   Jiawen Deng, Zhuang Chen, Hao Sun, Zhexin Zhang, Jincenzi Wu, Satoshi Nakagawa, Fuji Ren, Minlie Huang

   RESEARCH 2023 (SCI Q1)

9. PAL: Persona-Augmented Emotional Support Conversation Generation

   Jiale Cheng, Sahand Sabour, Hao Sun, Zhuang Chen, Minlie Huang

   ACL 2023 Fingdings (CCF-A)

10. Bridge-Based Active Domain Adaptation for Aspect Term Extraction

    Zhuang Chen, Tieyun Qian

    ACL/IJCNLP 2021 (CCF-A) | code | paper

11. Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis

    Zhuang Chen, Tieyun Qian

    ACL 2020 (CCF-A) | code | paper

12. Transfer Capsule Network for Aspect Level Sentiment Classification

    Zhuang Chen, Tieyun Qian

    ACL 2019 (CCF-A) | code | paper

13. Retrieve-and-Edit Domain Adaptation for End2End Aspect Based Sentiment Analysis

    Zhuang Chen, Tieyun Qian

    TASLP 2022 (CCF-B, SCI Q1) | code | paper

14. Description and Demonstration Guided Data Augmentation for Sequence Tagging

    Zhuang Chen, Tieyun Qian

    WWWJ 2021 (CCF-B) | code | paper

15. Enhancing Aspect Term Extraction with Soft Prototypes

    Zhuang Chen, Tieyun Qian

    EMNLP 2020 (CCF-B) | code | paper

16. Aspect Aware Learning for Aspect Category Sentiment Analysis

    Peisong Zhu, Zhuang Chen, Haojie Zheng, Tieyun Qian

    TKDD 2019 (CCF-B) | code | paper

17. Generating Pseudo Connectives with MLMs for Implicit Discourse Relation Recognition

    Congcong Jiang, Tieyun Qian, Zhuang Chen, Kejian Tang, Shaohui Zhan, Tao Zhan

    PRICAI 2021 (CCF-C) | code | paper

18. Aspect-Level Sentiment Classification with Dependency Rules and Dual Attention

    Yunkai Yang, Tieyun Qian, Zhuang Chen

    ICONIP 2019 (CCF-C) | paper

Service

• CIPS, Student Member
• Area Chair: ACL 2024, NAACL 2024, EMNLP 2024
• PC Member: ACL 2021-2023、EMNLP 2021-2023、NAACL 2021-2023、AAAI 2024、IJCAI 2023-2024、WSDM 2023、COLM 2024
• Standing Reviewer: TACL, CL
• Reviewer: IEEE/ACM TASLP、IEEE TNNLS、IEEE TBD、ACM TALLIP、International Journal of Intelligent Systems、Applied Intelligence、Journal of Supercomputing、Connection Science

Award

• Outstanding Graduate Award, Wuhan University, 2022
• Outstanding Graduate Student, Wuhan University, 2019, 2020, 2021
• Outstanding Academic Scholarship, Wuhan University, 2019, 2020
• Star Teacher Scholarship, Wuhan University, 2019, 2020
• Scholarship of Doctoral Forum, Wuhan University, 2019, 2020
• Academic Innovation Award, Wuhan University, 2021

Patent

1. A Message Processing Method, Device, and Storage Medium

   Zhuang Chen, Chao Song, Ziqiang Liu, Zhenlin Yan, Zhizhong Wang

   CN patent, 201811333635.8

2. A Multi-task Interaction Enhanced Event Extraction Method for Electronic Text

   Tieyun Qian, Xiaoya Tang, Zhuang Chen

   CN patent, 202010856264.2

3. A Method, Device, Equipment and Readable Storage Medium for Text Classification

   Jing Zhu, Binqiang Pan,Ji Li, Jun Zhang, Ruibin Mao, Tieyun Qian, Xuhui Li, Zhuang Chen

   CN patent, 202010420260.X

4. A Pixel Voltage Reading Circuit for Continuous Narrow Current Pulse

   Guoyi Yu, Zhuang Chen, Wei Huang

   CN patent, 201510763277.4

5. An Active Address Coding and Output Circuit for APD array

   Guoyi Yu, Wei Huang, Zhuang Chen

   CN patent, 201510765438.3

6. A Four-Channel Selection Circuit for Output Voltage of APD Pixel Block

   Guoyi Yu, Wei Huang, Zhuang Chen

   CN patent, 201510759842.X