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 Task) that has been adapted for use in SemEval 2010 Task 17 (All-words Word Sense Disambiguation on a Specific Domain). The system is based on a fully unsupervised method using dependency knowledge drawn from a domain specific knowledge base that was built for this task. When evaluated on the task, the system precision performs above the Most Frequent Selection baseline.

翻译：词义消歧（WSD）是计算语言学的主要挑战之一。TreeMatch是一个最初基于SemEval 2007 Task 7（粗粒度英语全词任务）数据开发的WSD系统，现已适配应用于SemEval 2010 Task 17（特定领域全词词义消歧任务）。该系统采用完全无监督方法，其核心是利用针对该任务构建的领域特定知识库所提取的依存知识。在任务评估中，该系统精度表现优于最频繁选择基线。