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Jan, 2025
TreeMatch：一个基于依赖知识的完全无监督特定领域词义消歧系统
TreeMatch: A Fully Unsupervised WSD System Using Dependency Knowledge on a Specific Domain
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Andrew Tran, Chris Bowes, David Brown, Ping Chen, Max Choly...
TL;DR
该研究针对计算语言学中的词义消歧（WSD）问题，提出了一种基于特定领域知识库的完全无监督的WSD系统TreeMatch。该方法通过利用依赖知识，显著提高了消歧的精度，测试结果显示其表现优于最频繁选择基线。
Abstract
Word Sense Disambiguation
(WSD) is one of the main challenges in
Computational Linguistics
. TreeMatch is a WSD system originally developed using data from SemEval 2007 Task 7 (Coarse-grained English All-words Tas
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