no code implementations • ACL 2022 • Yubo Ma, Zehao Wang, Mukai Li, Yixin Cao, Meiqi Chen, Xinze Li, Wenqi Sun, Kunquan Deng, Kun Wang, Aixin Sun, Jing Shao
Events are fundamental building blocks of real-world happenings.
no code implementations • 18 Feb 2024 • Yubo Ma, Zhibin Gou, Junheng Hao, Ruochen Xu, Shuohang Wang, Liangming Pan, Yujiu Yang, Yixin Cao, Aixin Sun, Hany Awadalla, Weizhu Chen
To make this task more practical and solvable for LLMs, we introduce a new task setting named tool-augmented scientific reasoning.
1 code implementation • 13 Oct 2023 • Meiqi Chen, Yubo Ma, Kaitao Song, Yixin Cao, Yan Zhang, Dongsheng Li
Large language models (LLMs) have gained enormous attention from both academia and industry, due to their exceptional ability in language generation and extremely powerful generalization.
no code implementations • 9 Oct 2023 • Xinze Li, Yixin Cao, Liangming Pan, Yubo Ma, Aixin Sun
Although achieving great success, Large Language Models (LLMs) usually suffer from unreliable hallucinations.
1 code implementation • 3 May 2023 • Yubo Ma, Zehao Wang, Yixin Cao, Aixin Sun
Few-shot event detection (ED) has been widely studied, while this brings noticeable discrepancies, e. g., various motivations, tasks, and experimental settings, that hinder the understanding of models for future progress. This paper presents a thorough empirical study, a unified view of ED models, and a better unified baseline.
1 code implementation • 15 Mar 2023 • Yubo Ma, Yixin Cao, YongChing Hong, Aixin Sun
Large Language Models (LLMs) have made remarkable strides in various tasks.
1 code implementation • ACL 2022 • Yubo Ma, Zehao Wang, Yixin Cao, Mukai Li, Meiqi Chen, Kun Wang, Jing Shao
We have conducted extensive experiments on three benchmarks, including both sentence- and document-level EAE.
2 code implementations • 16 Feb 2022 • Shumin Deng, Yubo Ma, Ningyu Zhang, Yixin Cao, Bryan Hooi
Information Extraction (IE) seeks to derive structured information from unstructured texts, often facing challenges in low-resource scenarios due to data scarcity and unseen classes.