BriefGPT.xyz
Nov, 2021
加强语言表示以利用标签知识进行提取
Enhanced Language Representation with Label Knowledge for Span Extraction
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Pan Yang, Xin Cong, Zhenyun Sun, Xingwu Liu
TL;DR
本研究提出了一种新的模型来加强文本表达,进而实现信息提取中的span extraction任务,并在三个任务,flat NER、nested NER、event detection中达到了最佳表现,显著减少了训练和推理时间。
Abstract
span extraction
, aiming to extract text spans (such as words or phrases) from plain texts, is a fundamental process in Information Extraction. Recent works introduce the
label knowledge
to enhance the
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