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Jiaxin Yu

2 accepted papers

2022

Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction

NAACL 2022long

Compared with traditional sentence-level relation extraction, document-level relation extraction is a more challenging task where an entity in a document may be mentioned multiple times and associated with multiple relations. However, most methods of document-level relation extraction do not disting…

2021

Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction

ACL 2021long

Continual learning has gained increasing attention in recent years, thanks to its biological interpretation and efficiency in many real-world applications. As a typical task of continual learning, continual relation extraction (CRE) aims to extract relations between entities from texts, where the sa…