no code implementations • 19 May 2023 • Xingyu Bai, Taiqiang Wu, Han Guo, Zhe Zhao, Xuefeng Yang, Jiayi Li, Weijie Liu, Qi Ju, Weigang Guo, Yujiu Yang
Event Extraction (EE), aiming to identify and classify event triggers and arguments from event mentions, has benefited from pre-trained language models (PLMs).
no code implementations • 24 Mar 2023 • Taiqiang Wu, Zhe Zhao, Jiahao Wang, Xingyu Bai, Lei Wang, Ngai Wong, Yujiu Yang
Distilling high-accuracy Graph Neural Networks~(GNNs) to low-latency multilayer perceptrons~(MLPs) on graph tasks has become a hot research topic.
no code implementations • 25 Feb 2023 • Chengze Yu, Taiqiang Wu, Jiayi Li, Xingyu Bai, Yujiu Yang
To the best of our knowledge, we are the first one to introduce syntactic information to generative ABSA frameworks.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +1
1 code implementation • 20 Nov 2022 • Taiqiang Wu, Xingyu Bai, Weigang Guo, Weijie Liu, Siheng Li, Yujiu Yang
We extract the knowledge units from the corresponding context and then construct a mention/entity centralized graph.