CS 224N Class Project Automatic Hypernym Classification
نویسندگان
چکیده
Hypernym classification is the task of deciding whether, given two words, one word “is a kind of” the other. We present a classifier that learns the noun hypernym relation based on automatically-discovered lexico-syntactic patterns between a set of provided hyponym/hypernym noun pairs. This classifier is shown to outperform two previous methods for automatically identifying hypernym pairs (using WordNet as a gold standard), and is shown to outperform those methods as well as WordNet on a hand-labeled data set.
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This assignment can be completed in groups of up to 3 people. We encourage groups to work together productively so that all students understand the submitted system well. We ask that you abide by the university Honor Code and that of the Computer Science department, and make sure that all of your submitted work (except as acknowledged) is done by yourself and your team members only. Please revi...
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This assignment can be completed in groups of up to 3 people. We encourage groups to work together productively so that all students understand the submitted system well. We ask that you abide by the university Honor Code and that of the Computer Science department, and make sure that all of your submitted work (except as acknowledged) is done by yourself and your team members only. Please revi...
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