Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A central problem of word sense disambiguation (WSD) is the lack of manually sense-tagged data required for supervised learning. ,  evaluate an approach to automatically acquire sense-tagged training data from English-Chinese parallel corpora, which are then used for disambiguating the nouns in the SENSEVAL-2 English lexical sample task. Our investigation reveals that this method of acquiring sense-tagged data is promising. On a subset of the most difficult SENSEVAL-2 nouns, the accuracy difference beten the two approaches is only 14.0%, and the difference could narrow further to 6.5% if  disregard the advantage that manually sense-tagged data have in their sense coverage. Our analysis also highlights the importance of the issue of domain dependence in evaluating WSD programs.
['Hwee Tou Ng', 'Bin Wang', 'Yee Seng Chan']
I am writing a research paper on a idea Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study
[{"from": "human", "value": "I am writing a research paper on a idea Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A central problem of word sense disambiguation (WSD) is the lack of manually sense-tagged data required for supervised learning. ,  evaluate an approach to automatically acquire sense-tagged training data from English-Chinese parallel corpora, which are then used for disambiguating the nouns in the SENSEVAL-2 English lexical sample task. Our investigation reveals that this method of acquiring sense-tagged data is promising. On a subset of the most difficult SENSEVAL-2 nouns, the accuracy difference beten the two approaches is only 14.0%, and the difference could narrow further to 6.5% if  disregard the advantage that manually sense-tagged data have in their sense coverage. Our analysis also highlights the importance of the issue of domain dependence in evaluating WSD programs."}]