Publications

Remark: * indicates equal contribution.

Preprints

• ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations.
  Chunkit Chan, Jiayang Cheng, Weiqi Wang, Yuxin Jiang, Tianqing Fang, Xin Liu, Yangqiu Song.
  Arxiv Preprint, 2023. [pdf]

• CKBP v2: An Expert-Annotated Evaluation Set for Commonsense Knowledge Base Population.
  Tianqing Fang*, Quyet V. Do*, Sehyun Choi, Weiqi Wang, Yangqiu Song.
  Arxiv Preprint, 2023. [pdf], [code]

• Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization.
  Mutian He, Tianqing Fang, Weiqi Wang, Yangqiu Song.
  Arxiv Preprint, 2022. [pdf], [code]

• 🚗CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering.
  Weiqi Wang*, Tianqing Fang*, Wenxuan Ding, Baixuan Xu, Xin Liu, Yangqiu Song, Antoine Bosselut.
  Arxiv Preprint, 2023. [pdf], [code]

Conference Proceedings

• Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints.
  Jiaxin Bai, Xin Liu, Weiqi Wang, Chen Luo, Yangqiu Song.
  In Advances in Neural Information Processing Systems 2023 (NeurIPS-2023). [pdf], [code]

• 🐈CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning.
  Weiqi Wang*, Tianqing Fang*, Baixuan Xu, Chun Yi Louis Bo, Yangqiu Song, Lei Chen.
  In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL-2023, Oral). [pdf], [code]

• COLA: Contextualized Commonsense Causality Reasoning from the Causal Inference Perspective.
  Zhaowei Wang, Quyet V. Do, Hongming Zhang, Jiayao Zhang, Weiqi Wang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See.
  In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL-2023, Oral). [pdf], [code]

• FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery.
  Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin.
  In Findings of the Association for Computational Linguistics: ACL 2023 (Findings of ACL-2023). [pdf], [code]

• Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset.
  Tianqing Fang*, Weiqi Wang*, Sehyun Choi, Shibo Hao, Hongming Zhang, Yangqiu Song, Bin He.
  In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP-2021). [pdf], [code]

• DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge.
  Tianqing Fang, Hongming Zhang, Weiqi Wang, Yangqiu Song, Bin He.
  In Proceedings of the Web Conference 2021 (WWW-2021). [pdf], [code]

Journals

• Data-driven Assessment of Room Air Conditioner Efficiency for Saving Energy.
  Weiqi Wang*, Zixuan Zhou*, Zhongming Lu.
  In Journal of Cleaner Production, 2022. [pdf], [code]

Workshop Proceedings

• KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification.
  Weiqi Wang*, Baixuan Xu*, Tianqing Fang, Lirong Zhang, Yangqiu Song.
  In Proceedings of The 17th International Workshop on Semantic Evaluation (SemEval-2023). [pdf], [code]