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2020 – today
- 2026
[i20]Jiayu Liu, Rui Wang, Qing Zong, Qingcheng Zeng, Tianshi Zheng, Haochen Shi, Dadi Guo, Baixuan Xu, Chunyang Li, Yangqiu Song:
NAACL: Noise-AwAre Verbal Confidence Calibration for LLMs in RAG Systems. CoRR abs/2601.11004 (2026)- 2025
- [j2]Tianshi Zheng, Yixiang Chen, Chengxi Li, Chunyang Li, Qing Zong, Haochen Shi, Baixuan Xu, Yangqiu Song, Ginny Y. Wong, Simon See:
The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning. Trans. Mach. Learn. Res. 2025 (2025) - [c12]Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song:
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions. EMNLP (Findings) 2025: 2260-2281 - [i19]Tianshi Zheng, Yixiang Chen, Chengxi Li, Chunyang Li, Qing Zong, Haochen Shi, Baixuan Xu, Yangqiu Song, Ginny Y. Wong, Simon See:
The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning. CoRR abs/2504.05081 (2025) - [i18]Baixuan Xu, Chunyang Li, Weiqi Wang, Wei Fan, Tianshi Zheng, Haochen Shi, Tao Fan, Yangqiu Song, Qiang Yang:
Towards Multi-Agent Reasoning Systems for Collaborative Expertise Delegation: An Exploratory Design Study. CoRR abs/2505.07313 (2025) - [i17]Wei Fan, Tianshi Zheng, Yiran Hu, Zheye Deng, Weiqi Wang, Baixuan Xu, Chunyang Li, Haoran Li, Weixing Shen, Yangqiu Song:
Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents. CoRR abs/2505.14104 (2025) - [i16]Haochen Shi, Tianshi Zheng, Weiqi Wang, Baixuan Xu, Chunyang Li, Chunkit Chan, Tao Fan, Yangqiu Song, Qiang Yang:
INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling. CoRR abs/2505.16303 (2025) - [i15]Yuqi Yang, Weiqi Wang, Baixuan Xu, Wei Fan, Qing Zong, Chunkit Chan, Zheye Deng, Xin Liu, Yifan Gao, Changlong Yu, Chen Luo, Yang Li, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song:
SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding. CoRR abs/2507.20185 (2025) - [i14]Baixuan Xu, Tianshi Zheng, Zhaowei Wang, Hong Ting Tsang, Weiqi Wang, Tianqing Fang, Yangqiu Song:
The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agent from Planning with Actions to Planning with Schemas. CoRR abs/2510.07091 (2025) - [i13]Tianshi Zheng, Kelvin Kiu-Wai Tam, Newt Hue-Nam K. Nguyen, Baixuan Xu, Zhaowei Wang, Jiayang Cheng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See:
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents. CoRR abs/2510.07172 (2025) - [i12]Yunxiang Mo, Tianshi Zheng, Qing Zong, Jiayu Liu, Baixuan Xu, Yauwai Yim, Chunkit Chan, Jiaxin Bai, Yangqiu Song:
DixitWorld: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay. CoRR abs/2510.10117 (2025) - [i11]Hong Ting Tsang, Jiaxin Bai, Haoyu Huang, Qiao Xiao, Tianshi Zheng, Baixuan Xu, Shujie Liu, Yangqiu Song:
AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction. CoRR abs/2510.15339 (2025) - [i10]Qing Zong, Jiayu Liu, Tianshi Zheng, Chunyang Li, Baixuan Xu, Haochen Shi, Weiqi Wang, Zhaowei Wang, Chunkit Chan, Yangqiu Song:
CritiCal: Can Critique Help LLM Uncertainty or Confidence Calibration? CoRR abs/2510.24505 (2025) - 2024
- [c11]Weiqi Wang, Tianqing Fang, Chunyang Li
, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Cheng Jiayang, Chunkit Chan, Yangqiu Song:
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning. ACL (1) 2024: 2351-2374 - [c10]Yuetong Wu, Yukai Zhou, Baixuan Xu, Weiqi Wang, Yangqiu Song:
KnowComp at DialAM-2024: Fine-tuning Pre-trained Language Models for Dialogical Argument Mining with Inference Anchoring Theory. ArgMining 2024: 103-109 - [c9]Baixuan Xu, Weiqi Wang, Haochen Shi, Wenxuan Ding, Huihao Jing, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Long Chen, Yangqiu Song:
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding. EMNLP 2024: 7800-7815 - [c8]Feihong Lu, Weiqi Wang, Yangyifei Luo, Ziqin Zhu, Qingyun Sun, Baixuan Xu, Haochen Shi, Shiqi Gao, Qian Li, Yangqiu Song, Jianxin Li:
Miko: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery. ACM Multimedia 2024: 3303-3312 - [c7]Weiqi Wang, Baixuan Xu, Haochen Shi, Jiaxin Bai, Qi Hu, Yangqiu Song:
KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning. SemEval@NAACL 2024: 1639-1645 - [i9]Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Jiayang Cheng, Chunkit Chan, Yangqiu Song:
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning. CoRR abs/2401.07286 (2024) - [i8]Feihong Lu, Weiqi Wang, Yangyifei Luo, Ziqin Zhu, Qingyun Sun, Baixuan Xu, Haochen Shi, Shiqi Gao, Qian Li, Yangqiu Song, Jianxin Li:
MIKO: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery. CoRR abs/2402.18169 (2024) - [i7]Baixuan Xu, Weiqi Wang, Haochen Shi, Wenxuan Ding, Huihao Jing, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Long Chen, Yangqiu Song:
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding. CoRR abs/2406.10701 (2024) - [i6]Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song:
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions. CoRR abs/2406.10885 (2024) - [i5]Ching Ming Samuel Lau, Weiqi Wang, Haochen Shi, Baixuan Xu, Jiaxin Bai, Yangqiu Song:
EcomEdit: An Automated E-commerce Knowledge Editing Framework for Enhanced Product and Purchase Intention Understanding. CoRR abs/2410.14276 (2024) - 2023
- [c6]Weiqi Wang, Tianqing Fang, Baixuan Xu, Chun Yi Louis Bo, Yangqiu Song, Lei Chen:
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning. ACL (1) 2023: 13111-13140 - [c5]Qing Zong, Zhaowei Wang, Baixuan Xu, Tianshi Zheng, Haochen Shi, Weiqi Wang, Yangqiu Song, Ginny Y. Wong, Simon See:
TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining. ArgMining@EMNLP 2023: 139-147 - [c4]Weiqi Wang, Tianqing Fang, Wenxuan Ding, Baixuan Xu, Xin Liu, Yangqiu Song, Antoine Bosselut:
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering. EMNLP (Findings) 2023: 13520-13545 - [c3]Haochen Shi, Weiqi Wang, Tianqing Fang, Baixuan Xu, Wenxuan Ding, Xin Liu, Yangqiu Song:
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering. EMNLP (Findings) 2023: 15329-15341 - [c2]Weiqi Wang, Baixuan Xu, Tianqing Fang, Lirong Zhang, Yangqiu Song:
KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification. SemEval@ACL 2023: 1-9 - [c1]Baixuan Xu, Haochen Shi, Tianshi Zheng, Qing Zong, Weiqi Wang, Zhaowei Wang, Yangqiu Song:
KnowComp Submission for WMT23 Sign Language Translation Task. WMT 2023: 351-358 - [i4]Weiqi Wang, Tianqing Fang, Baixuan Xu, Chun Yi Louis Bo, Yangqiu Song, Lei Chen:
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning. CoRR abs/2305.04808 (2023) - [i3]Weiqi Wang, Tianqing Fang, Wenxuan Ding, Baixuan Xu, Xin Liu, Yangqiu Song, Antoine Bosselut:
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering. CoRR abs/2305.14869 (2023) - [i2]Qing Zong, Zhaowei Wang, Baixuan Xu, Tianshi Zheng, Haochen Shi, Weiqi Wang, Yangqiu Song, Ginny Y. Wong, Simon See:
TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining. CoRR abs/2310.05210 (2023) - [i1]Haochen Shi, Weiqi Wang, Tianqing Fang, Baixuan Xu, Wenxuan Ding, Xin Liu, Yangqiu Song:
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering. CoRR abs/2310.11303 (2023)
2010 – 2019
- 2016
- [j1]Zhaoheng Xie, Suying Li, Kun Yang, Baixuan Xu, Qiushi Ren:
Evaluation of a Wobbling Method Applied to Correcting Defective Pixels of CZT Detectors in SPECT Imaging. Sensors 16(6): 772 (2016)
Coauthor Index
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