Jun 26, 2023 · Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction. Authors. Liang Zhang Xiamen University ...

Document-level relation extraction (RE) aims to extract re- lational triples from a document. One of its primary chal- lenges is to predict implicit relations ...

Feb 7, 2023 · Exploring self-distillation based relational reasoning training for document-level relation extraction. Authors: Author Picture Liang Zhang.

Document-level relation extraction (RE) aims to extract relational triples from a document. One of its primary challenges is to predict implicit relations ...

A document-level RE model with a reasoning module that contains a core unit, the reasoning multi-head self-attention unit, which can cover more relational ...

Exploring Self-distillation based Relational Reasoning Training for Document-level Relation Extraction ... Relation Extraction First - Using Relation Extraction ...

Mar 29, 2024 · Relation extraction (RE) aims to identify the relations between two entities in a given text, which is essential for information extraction.

Mar 21, 2022 · It aims to extract relations from multiple sentences at once. In this paper, we propose a semi-supervised framework for DocRE with three novel ...

Apr 30, 2024 · The objective of document-level relation extraction is to retrieve the relations existing between entities within a document.

1 day ago · This paper proposes a multi-semantic interaction method for document-level relation extraction. First, we model relation labels and employ a ...