Document Level Relation Extraction

Document-level Relation Extraction is a subtask in the field of natural language processing aimed at identifying various relationships between entity pairs expressed across multiple sentences within a document. This task goes beyond traditional sentence-level relation extraction by capturing complex semantic associations that span sentences, thereby enhancing the accuracy and comprehensiveness of information extraction. It holds significant value for applications such as knowledge graph construction, information retrieval, and intelligent question answering.