作者
Eneko Agirre, Oier Lopez De Lacalle, Christiane Fellbaum, Shu-Kai Hsieh, Maurizio Tesconi, Monica Monachini, Piek Vossen, Roxane Segers
发表日期
2010/7
研讨会论文
Proceedings of the 5th international workshop on semantic evaluation
页码范围
75-80
简介
Domain portability and adaptation of NLP components and Word Sense Disambiguation systems present new challenges. The difficulties found by supervised systems to adapt might change the way we assess the strengths and weaknesses of supervised and knowledge-based WSD systems. Unfortunately, all existing evaluation datasets for specific domains are lexical-sample corpora. This task presented all-words datasets on the environment domain for WSD in four languages (Chinese, Dutch, English, Italian). 11 teams participated, with supervised and knowledge-based systems, mainly in the English dataset. The results show that in all languages the participants where able to beat the most frequent sense heuristic as estimated from general corpora. The most successful approaches used some sort of supervision in the form of hand-tagged examples from the domain.
引用总数
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E Agirre, OL De Lacalle, C Fellbaum, SK Hsieh… - Proceedings of the 5th international workshop on …, 2010