Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset. - Tianqing Fang; Weiqi Wang 001; Sehyun Choi; Shibo Hao; Hongming Zhang 009; Yangqiu Song; Bin He (EMNLP (1), 2021)

DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge. - Tianqing Fang; Hongming Zhang 009; Weiqi Wang 001; Yangqiu Song; Bin He (WWW, 2021)

Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization. - Mutian He 001; Tianqing Fang; Weiqi Wang 001; Yangqiu Song (CoRR, 2022)

FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense. - Changlong Yu; Weiqi Wang 001; Xin Liu 039; Jiaxin Bai; Yangqiu Song; Zheng Li 018; Yifan Gao 001; Tianyu Cao 001; Bing Yin (CoRR, 2022)

COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective. - Zhaowei Wang 003; Quyet V. Do; Hongming Zhang 009; Jiayao Zhang 001; Weiqi Wang 001; Tianqing Fang; Yangqiu Song; Ginny Y. Wong; Simon See (ACL (1), 2023)

CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning. - Weiqi Wang 001; Tianqing Fang; Baixuan Xu; Chun Yi Louis Bo; Yangqiu Song; Lei Chen 002 (ACL (1), 2023)

FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery. - Changlong Yu; Weiqi Wang 001; Xin Liu 039; Jiaxin Bai; Yangqiu Song; Zheng Li 018; Yifan Gao 001; Tianyu Cao 001; Bing Yin (ACL (Findings), 2023)

TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining. - Qing Zong; Zhaowei Wang 003; Baixuan Xu; Tianshi Zheng; Haochen Shi; Weiqi Wang 001; Yangqiu Song; Ginny Y. Wong; Simon See (ArgMining@EMNLP, 2023)

StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding. - Cheng Jiayang; Lin Qiu; Tsz Ho Chan; Tianqing Fang; Weiqi Wang 001; Chunkit Chan; Dongyu Ru; Qipeng Guo; Hongming Zhang 009; Yangqiu Song; Yue Zhang 004; Zheng Zhang 001 (EMNLP, 2023)

Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection. - Zheye Deng; Weiqi Wang 001; Zhaowei Wang 003; Xin Liu 039; Yangqiu Song (EMNLP (Findings), 2023)

QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering. - Haochen Shi; Weiqi Wang 001; Tianqing Fang; Baixuan Xu; Wenxuan Ding 001; Xin Liu 039; Yangqiu Song (EMNLP (Findings), 2023)

CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering. - Weiqi Wang 001; Tianqing Fang; Wenxuan Ding 001; Baixuan Xu; Xin Liu 039; Yangqiu Song; Antoine Bosselut (EMNLP (Findings), 2023)

Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints. - Jiaxin Bai; Xin Liu 039; Weiqi Wang 001; Chen Luo 003; Yangqiu Song (NeurIPS, 2023)

KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification. - Weiqi Wang 001; Baixuan Xu; Tianqing Fang; Lirong Zhang; Yangqiu Song (SemEval@ACL, 2023)

KnowComp Submission for WMT23 Word-Level AutoCompletion Task. - Yi Wu; Haochen Shi; Weiqi Wang 001; Yangqiu Song (WMT, 2023)

KnowComp Submission for WMT23 Sign Language Translation Task. - Baixuan Xu; Haochen Shi; Tianshi Zheng; Qing Zong; Weiqi Wang 001; Zhaowei Wang 003; Yangqiu Song (WMT, 2023)

CKBP v2: An Expert-Annotated Evaluation Set for Commonsense Knowledge Base Population. - Tianqing Fang; Quyet V. Do; Sehyun Choi; Weiqi Wang 001; Yangqiu Song (CoRR, 2023)

ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations. - Chunkit Chan; Jiayang Cheng; Weiqi Wang 001; Yuxin Jiang; Tianqing Fang; Xin Liu 039; Yangqiu Song (CoRR, 2023)

CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning. - Weiqi Wang 001; Tianqing Fang; Chunyang Li; Haochen Shi; Wenxuan Ding 001; Baixuan Xu; Zhaowei Wang 003; Jiaxin Bai; Xin Liu 039; Cheng Jiayang; Chunkit Chan; Yangqiu Song (ACL (1), 2024)

Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation. - Wei Fan 001; Weijia Zhang; Weiqi Wang 001; Yangqiu Song; Hao Liu (DASFAA (5), 2024)

Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations. - Chunkit Chan; Cheng Jiayang; Weiqi Wang 001; Yuxin Jiang; Tianqing Fang; Xin Liu 039; Yangqiu Song (EACL (Findings), 2024)

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce. - Wenxuan Ding 001; Weiqi Wang 001; Sze Heng Douglas Kwok; Minghao Liu; Tianqing Fang; Jiaxin Bai; Xin Liu 039; Changlong Yu; Zheng Li 018; Chen Luo 003; Qingyu Yin; Bing Yin; et al. (EMNLP (Findings), 2024)

NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding. - Chunkit Chan; Cheng Jiayang; Yauwai Yim; Zheye Deng; Wei Fan 001; Haoran Li 003; Xin Liu 039; Hongming Zhang 009; Weiqi Wang 001; Yangqiu Song (EMNLP (Findings), 2024)

Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction. - Zheye Deng; Chunkit Chan; Weiqi Wang 001; Yuxi Sun 010; Wei Fan 001; Tianshi Zheng; Yauwai Yim; Yangqiu Song (EMNLP, 2024)

GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory. - Wei Fan 001; Haoran Li 003; Zheye Deng; Weiqi Wang 001; Yangqiu Song (EMNLP, 2024)

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding. - Baixuan Xu; Weiqi Wang 001; Haochen Shi; Wenxuan Ding 001; Huihao Jing; Tianqing Fang; Jiaxin Bai; Xin Liu 039; Changlong Yu; Zheng Li 018; Chen Luo 003; Qingyu Yin; et al. (EMNLP, 2024)

Miko: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery. - Feihong Lu; Weiqi Wang 001; Yangyifei Luo; Ziqin Zhu; Qingyun Sun; Baixuan Xu; Haochen Shi; Shiqi Gao; Qian Li 033; Yangqiu Song; Jianxin Li 002 (ACM Multimedia, 2024)

AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph. - Zhaowei Wang 003; Haochen Shi; Weiqi Wang 001; Tianqing Fang; Hongming Zhang 009; Sehyun Choi; Xin Liu 039; Yangqiu Song (NAACL-HLT (Findings), 2024)

KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning. - Weiqi Wang 001; Baixuan Xu; Haochen Shi; Jiaxin Bai; Qi Hu; Yangqiu Song (SemEval@NAACL, 2024)

Acquiring and modeling abstract commonsense knowledge via conceptualization. - Mutian He 001; Tianqing Fang; Weiqi Wang 001; Yangqiu Song (Artif. Intell., 2024)

EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion. - Ying Su; Tianqing Fang; Huiru Xiao; Weiqi Wang 001; Yangqiu Song; Tong Zhang 001; Lei Chen 002 (CoRR, 2024)

Towards Subgraph Isomorphism Counting with Graph Kernels. - Xin Liu 039; Weiqi Wang 001; Jiaxin Bai; Yangqiu Song (CoRR, 2024)

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce. - Wenxuan Ding 001; Weiqi Wang 001; Sze Heng Douglas Kwok; Minghao Liu; Tianqing Fang; Jiaxin Bai; Junxian He; Yangqiu Song (CoRR, 2024)

On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions. - Weiqi Wang 001; Tianqing Fang; Haochen Shi; Baixuan Xu; Wenxuan Ding 001; Liyu Zhang 005; Wei Fan 001; Jiaxin Bai; Haoran Li 003; Xin Liu 039; Yangqiu Song (CoRR, 2024)

EcomEdit: An Automated E-commerce Knowledge Editing Framework for Enhanced Product and Purchase Intention Understanding. - Ching Ming Samuel Lau; Weiqi Wang 001; Haochen Shi; Baixuan Xu; Jiaxin Bai; Yangqiu Song (CoRR, 2024)

Assessing the Robustness of Retrieval-Augmented Generation Systems in K-12 Educational Question Answering with Knowledge Discrepancies. - Tianshi Zheng; Weihan Li; Jiaxin Bai; Weiqi Wang 001; Yangqiu Song (CoRR, 2024)

ConceptEdit: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning. - Liyu Zhang 005; Weiqi Wang 001; Tianqing Fang; Yangqiu Song (CoRR, 2024)

Intention Knowledge Graph Construction for User Intention Relation Modeling. - Jiaxin Bai; Zhaobo Wang; Junfei Cheng; Dan Yu; Zerui Huang; Weiqi Wang 001; Xin Liu 039; Chen Luo 003; Qi He 002; Yanming Zhu; Bo Li 005; Yangqiu Song (CoRR, 2024)

Controllable Style Arithmetic with Language Models. - Weiqi Wang 001; Wengang Zhou 001; Zongmeng Zhang; Jie Zhao; Houqiang Li (ACL (1), 2025)

MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset. - Weiqi Wang 001; Yangqiu Song (ACL (1), 2025)

ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning. - Liyu Zhang 005; Weiqi Wang 001; Tianqing Fang; Yangqiu Song (ACL (Findings), 2025)

Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations. - Chunyang Li; Weiqi Wang 001; Tianshi Zheng; Yangqiu Song (ACL (Findings), 2025)

CLAIMCHECK: How Grounded are LLM Critiques of Scientific Papers? - Jiefu Ou; William Gantt Walden; Kate Sanders 002; Zhengping Jiang; Kaiser Sun; Jeffrey Cheng; William Jurayj; Miriam Wanner; Shaobo Liang; Candice Morgan; Seunghoon Han; Weiqi Wang 001; et al. (CoRR, 2025)

Can LLMs Generate Tabular Summaries of Science Papers? Rethinking the Evaluation Protocol. - Weiqi Wang 001; Jiefu Ou; Yangqiu Song; Benjamin Van Durme; Daniel Khashabi (CoRR, 2025)

Towards Multi-Agent Reasoning Systems for Collaborative Expertise Delegation: An Exploratory Design Study. - Baixuan Xu; Chunyang Li; Weiqi Wang 001; Wei Fan 001; Tianshi Zheng; Haochen Shi; Tao Fan 002; Yangqiu Song; Qiang Yang 001 (CoRR, 2025)

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery. - Tianshi Zheng; Zheye Deng; Hong Ting Tsang; Weiqi Wang 001; Jiaxin Bai; Zihao Wang 001; Yangqiu Song (CoRR, 2025)

Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents. - Wei Fan 001; Tianshi Zheng; Yiran Hu; Zheye Deng; Weiqi Wang 001; Baixuan Xu; Chunyang Li; Haoran Li 003; Weixing Shen; Yangqiu Song (CoRR, 2025)

EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association. - Weiqi Wang 001; Limeng Cui; Xin Liu; Sreyashi Nag; Wenju Xu; Chen Luo 003; Sheikh Muhammad Sarwar; Yang Li; Hansu Gu; Hui Liu; Changlong Yu; Jiaxin Bai; et al. (CoRR, 2025)

INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling. - Haochen Shi; Tianshi Zheng; Weiqi Wang 001; Baixuan Xu; Chunyang Li; Chunkit Chan; Tao Fan 002; Yangqiu Song; Qiang Yang 001 (CoRR, 2025)

Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty? - Jiayu Liu; Qing Zong; Weiqi Wang 001; Yangqiu Song (CoRR, 2025)

SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding. - Yuqi Yang; Weiqi Wang 001; Baixuan Xu; Wei Fan 001; Qing Zong; Chunkit Chan; Zheye Deng; Xin Liu 039; Yifan Gao 001; Changlong Yu; Chen Luo 003; Yang Li 055; et al. (CoRR, 2025)