How knowledge graph and attention help? A qualitative analysis into bag-level relation extraction

Knowledge Graph (KG) and attention mechanism have been demonstrated effective in introducing and selecting useful information for weakly supervised methods. However, only qualitative analysis and ablation study are provided as evidence. In this paper, we contribute a dataset and propose a paradigm t...

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Bibliographic Details
Main Authors: HU, Zikun, CAO, Yixin, HUANG, Lifu, CHUA, Tat-Seng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2021
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Online Access:https://ink.library.smu.edu.sg/sis_research/7448
https://ink.library.smu.edu.sg/context/sis_research/article/8451/viewcontent/2021.acl_long.359.pdf
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Institution: Singapore Management University
Language: English

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