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Apr, 2023
基于知识的词义消歧的语义专业化
Semantic Specialization for Knowledge-based Word Sense Disambiguation
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Sakae Mizuki, Naoaki Okazaki
TL;DR
本文提出了一种基于词汇知识的语境化嵌入模型用于词义消岐,将相关语义的词义和上下文靠近,将不相关的远离,用 Attract-Repel 目标函数和自训练目标函数对嵌入进行调整,实现了在知识为基础的词义消岐方面的最新前沿成果。
Abstract
A promising approach for knowledge-based
word sense disambiguation
(WSD) is to select the sense whose
contextualized embeddings
computed for its definition sentence are closest to those computed for a target word
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