Document Level Re With Incomplete Labeling

Document-level Relation Extraction (RE) with Incomplete Labeling is a subtask in Natural Language Processing that aims to extract entity relationships from text at the document level, even when some of these relationships are not explicitly labeled. This task enhances the accuracy and completeness of relation extraction by leveraging contextual information and document structure, and it holds significant value for applications such as knowledge graph construction, information retrieval, and text understanding.