2 papers
cs.CL2025
CDER: Collaborative Evidence Retrieval for Document-level Relation Extraction
Khai Phan Tran, Xue Li
Document-level Relation Extraction (DocRE) involves identifying relations between entities across multiple sentences in a document. Evidence sentences, crucial for precise entity p…
cs.CL2025
VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction
Khai Phan Tran, Wen Hua, Xue Li
Document-level Relation Extraction (DocRE) aims to identify relationships between entity pairs within a document. However, most existing methods assume a uniform label distribution…