2 papers
cs.CL2024
Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation Extraction in Long Sentences
Xin Wang, Xinyi Bai
Relation extraction as an important natural Language processing (NLP) task is to identify relations between named entities in text. Recently, graph convolutional networks over depe…
cs.CL2024
Entity-Aware Biaffine Attention Model for Improved Constituent Parsing with Reduced Entity Violations
Xinyi Bai
Constituency parsing involves analyzing a sentence by breaking it into sub-phrases, or constituents. While many deep neural models have achieved state-of-the-art performance in thi…