Collective prompt tuning with relation inference for document-level relation extraction

Collective prompt tuning with relation inference for document-level relation extraction

Document-level relation extraction (RE) aims to extract the relation of entities that may be across sentences. Existing methods mainly rely on two types of techniques: Pre-trained language models (PLMs) and reasoning skills. Although various reasoning methods have been proposed, how to elicit learnt...

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Bibliographic Details
Main Authors: YUAN, Changsen, CAO, Yixin, HUANG, Heyan
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
Subjects:
Natural language processing
Document-level relation extraction
Prompt-tuning
Various templates
Global reasoning
Artificial Intelligence and Robotics
Numerical Analysis and Scientific Computing
Online Access:https://ink.library.smu.edu.sg/sis_research/8298
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/8298

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