no code implementations • EMNLP 2021 • Weinan He, Canming Huang, Yongmei Liu, Xiaodan Zhu
To better evaluate NLMs, we propose a logic-based framework that focuses on high-quality commonsense knowledge.
no code implementations • Findings (EMNLP) 2021 • Canming Huang, Weinan He, Yongmei Liu
Recent methods based on pre-trained language models have shown strong supervised performance on commonsense reasoning.
no code implementations • 25 Nov 2022 • Weinan He, Canming Huang, Zhanhao Xiao, Yongmei Liu
Reasoning about actions and change (RAC) is essential to understand and interact with the ever-changing environment.
1 code implementation • 28 Apr 2021 • Bo Li, Wei Ye, Canming Huang, Shikun Zhang
Knowledge graphs (KGs) are widely used to facilitate relation extraction (RE) tasks.
Ranked #32 on Relation Extraction on DocRED (using extra training data)