Hello!😊 I’m a first-year master degree candidate of Harbin Institute of Technology, majoring in Computer Science, at Computing Faculty.
My research interests includes Multi-modal, Multi-lingual and Chain-of-Thought Reasoning. If you are seeking any form of academic cooperation, please feel free to email me at charleschen2333@gmail.com.
Currently, I am a master at SCIR supervised by Prof. Wanxiang Che and Prof. Libo Qin. Previously, as a master’s student, I have done research intern at Shanghai AI Laboratory , supervised by Dr. Zhi Chen. As an undergraduate student, I have done research intern at Baidu NLP , supervised by Lijie Wang and Dr. Jing Liu.
Other than my work, I’m honored as Deputy Secretary-General for MLNLP community and Member of the Presidium of the Student Union of the Department of Computing, Harbin Institute of Technology. Previously, I was the president of HIT Software Competition Club from 2021 to 2023.
If you like the template of this homepage, welcome to star and fork Yi Ren’s open-sourced template version AcadHomepage 
🔥 News
- 2024.09: 🎉 Our Reasoning Boundary is accepted by NeurIPS 2024 (Oral) and MM-ICL is accepted by NeurIPS 2024.
- 2024.09: 🎉 Our WoT is accepted by EMNLP 2024 (Findings).
- 2024.05: 🎉 Our M3CoT is accepted by ACL 2024 (Oral) and Auto-CAP is accepted by ACL 2024 (Findings).
- 2024.04: 🎉 Our DPF is accepted by IJCAI 2024.
- 2024.01: 🎉 Our Tree-Planner are accepted by ICLR 2024.
- 2023.10: 🎉 Our Cross-lingual Prompting and End-to-end Task-oriented Dialogue Survey are accepted by EMNLP 2023 (Oral).
📝 Publications
🎯 Chain-of-Thought & Reasoning
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NeurIPS 2024(Oral, Top 0.5% submitted paper, Top 1.8% accepted paper) Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought, Qiguang Chen, Libo Qin, Jiaqi Wang, Jinxuan Zhou, Wanxiang Che. (Overall Score: 8, 7, 7, 7, 6) - 🔥
Arxiv 2024What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices, Zhi Chen*, Qiguang Chen*, Libo Qin, Qipeng Guo, Haijun Lv, Yicheng Zou, Wanxiang Che, Hang Yan, Kai Chen, Dahua Lin. - 🔥
Arxiv 2024HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model, Mengkang Hu, Tianxing Chen, Qiguang Chen, Yao Mu, Wenqi Shao, Ping Luo. EMNLP 2024 (Findings)Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information, Yongheng Zhang, Qiguang Chen, Jingxuan Zhou, Peng Wang, Jiasheng Si, Jin Wang, Wenpeng Lu, Libo Qin.ACL 2024(Oral, Top 2.3% submitted paper) M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought, Qiguang Chen, Libo Qin, Jin Zhang, Zhi Chen, Xiao Xu, Wanxiang Che. (Overall Score: 4, 4, 4, 4)ACL 2024 (Findings)AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought, Yongheng Zhang*, Qiguang Chen*, Min Li, Wanxiang Che, Libo Qin.ICLR 2024Tree-Planner: Efficient Close-loop Task Planning with Large Language Models, Mengkang Hu, Yao Mu, Xinmiao Yu, Mingyu Ding, Shiguang Wu, Wenqi Shao, Qiguang Chen, Bin Wang, Yu Qiao, Ping Luo.
👀 Multi-Modal Modelling
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NeurIPS 2024What Factors Affect Multi-modal In-Context Learning? An In-Depth Exploration, Libo Qin*, Qiguang Chen*, Hao Fei, Zhi Chen, Min Li, Wanxiang Che. ToMM 2024S3Agent: Unlocking the Power of VLLM for Zero-Shot Multi-modal Sarcasm Detection, Peng Wang, Yongheng Zhang, Hao Fei, Qiguang Chen, Yukai Wang, Jiasheng Si, Wenpeng Lu, Min Li, Libo Qin.ACL 2024(Oral, Top 2.31% paper) M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought, Qiguang Chen, Libo Qin, Jin Zhang, Zhi Chen, Xiao Xu, Wanxiang Che. (Overall Score: 4, 4, 4, 4)ICASSP 2024LabCLIP: Label-Enhanced Clip for Improving Zero-Shot Text Classification, Yongheng Zhang, Peng Wang, Qiguang Chen, Jingxuan Zhou, Yongmei Wang, Min Li, Libo Qin.ACL 2023 (Findings)CLIPText: A New Paradigm for Zero-shot Text Classification, Libo Qin, Weiyun Wang, Qiguang Chen, Wanxiang Che.ACL 2023 (Findings)MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System, Libo Qin, Shijue Huang, Qiguang Chen, Chenran Cai, Yudi Zhang, Bin Liang, Wanxiang Che, Ruifeng Xu.
🏳️🌈 Multilingual Modelling
ACL 2024 (Findings)AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought, Yongheng Zhang*, Qiguang Chen*, Min Li, Wanxiang Che, Libo Qin.Arxiv 2024Multilingual large language model: A survey of resources, taxonomy and frontiers, Libo Qin*, Qiguang Chen*, Yuhang Zhou, Zhi Chen, Yinghui Li, Lizi Liao, Min Li, Wanxiang Che, Philip S. Yu.IJCAI 2024Decoupling breaks data barriers: A Decoupled Pre-training Framework for Multi-Intent Spoken Language Understanding, Libo Qin*, Qiguang Chen*, Fuxuan Wei, Shijue Huang, Wanxiang Che.Arxiv 2024A preliminary evaluation of chatgpt for zero-shot dialogue understanding, Wenbo Pan, Qiguang Chen, Xiao Xu, Wanxiang Che, Libo Qin.EMNLP 2023(Oral) Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages, Libo Qin*, Qiguang Chen*, Fuxuan Wei, Shijue Huang, Wanxiang Che.
🎙️ Dialogue System
Arxiv 2024CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding, Libo Qin, Fuxuan Wei, Qiguang Chen, Jingxuan Zhou, Shijue Huang, Jiasheng Si, Wenpeng Lu, Wanxiang Che.EMNLP 2023End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions, Libo Qin, Wenbo Pan, Qiguang Chen, Lizi Liao, Zhou Yu, Yue Zhang, Wanxiang Che, Min Li.ACL 2023 (Demo)OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding, Libo Qin*, Qiguang Chen*, Xiao Xu, Yunlong Feng, Wanxiang Che.EMNLP 2022 MMNLU(Best Paper) HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding, Bo Zheng, Zhouyang Li, Fuxuan Wei, Qiguang Chen, Libo Qin, Wanxiang Che.COLING 2022CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue, Libo Qin, Qiguang Chen, Tianbao Xie, Qian Liu, Shijue Huang, Wanxiang Che, Zhou Yu.ACL 2022GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language, Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan.EMNLP 2021Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System., Libo Qin, Tianbao Xie, Shijue Huang, Qiguang Chen, Xiao Xu, Wanxiang Che.
Others
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Arxiv 2024In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks, Dingzirui Wang, Xuangliang Zhang, Qiguang Chen, Longxu Dou, Xiao Xu, Rongyu Cao, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li. Arxiv 2024Large Language Models Meet NLP: A Survey, Libo Qin, Qiguang Chen, Xiachong Feng, Yang Wu, Yongheng Zhang, Yinghui Li, Min Li, Wanxiang Che, Philip S Yu.CCL 2023Through the Lens of Core Competency: Survey on Evaluation of Large Language Models, Ziyu Zhuang, Qiguang Chen, Longxuan Ma, Mingda Li, Yi Han, Yushan Qian, Haopeng Bai, Weinan Zhang, Ting Liu.
🛠️ Projects
MLNLPSimBiber: A tool for simplifying bibtex with official info,.
MLNLPTop-AI-Conferences-Paper-with-Code,.
MLNLPAI-Paper-Collector,.
SCIRHuoZi,.
BaiduTrust-AI,.
🎖️ Honors and Awards
- Tencent Scholarship, 2024.
- Graduate Special Scholarship, 2023.
- Outstanding Graduates, 2023.
- CCF Excellent College Students Price (Only 100 CS students in China were invited), 2022.
- EMNLP MMNLU WorkShop Best Paper, 2022.
- 1st place in MMNLU WorkShop Full-shot Setting, 2022.
- National Second Prize in Contemporary Undergraduate Mathematical Contest in Modeling, China, 2021.
✒️ Patent Applications
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预训练对偶注意力神经网络语义推断对话检索方法及系统、检索设备、存储介质。
梁晨; 陈麒光; 耿健; 唐亚锋; 辛宇鑫
ZL 2021 1 0795247.7, 2022.09.09.
📖 Educations
- 2023.09 - Now, PhD Candidate, Harbin Institute of Technology, Harbin.
- 2019.08 - 2023.06, Undergraduate, Harbin Institute of Technology, Harbin.
🤗 Community Services
NLP ReviewerACL 2024 ARR, EMNLP 2024 ARR, NAACL 2024 ARR, NLPCC 2024.ML ReviewerNeurips 2024, ICLR 2025.CommunityMLNLP-2022 Outstanding Organizer.
💻 Internships
- 2024.07 - 2024.10, Shanghai AI Laboratory, Shanghai.
- 2022.06 - 2022.12, Baidu, Beijing.