Corpus Co-Occurrence, Dictionary and Wikipedia Entries as Resources for Semantic Relatedness Information
Authors | Michael Roth Sabine Schulte im Walde |
|---|---|
Publication date | 2008 |
Links | Original |
Corpus Co-Occurrence, Dictionary and Wikipedia Entries as Resources for Semantic Relatedness Information - scientific work related to Wikipedia quality published in 2008, written by Michael Roth and Sabine Schulte im Walde.
Overview
Distributional, corpus-based descriptions have frequently been applied to model aspects of word meaning. However, distributional models that use corpus data as their basis have one well-known disadvantage: Even though the distributional features based on corpus co-occurrence were often successful in capturing meaning aspects of the words to be described, they generally fail to capture those meaning aspects that refer to world knowledge, because coherent texts tend not to provide redundant information that is presumably available knowledge. The question authors ask in this paper is whether dictionary and encyclopaedic resources might complement the distributional information in corpus data, and provide world knowledge that is missing in corpora. As test case for meaning aspects, authors rely on a collection of semantic associates to German verbs and nouns. Authors results indicate that a combination of the knowledge resources should be helpful in work on distributional descriptions.
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Wikipedia Quality
Roth, Michael; Walde, Sabine Schulte im. (2008). "[[Corpus Co-Occurrence, Dictionary and Wikipedia Entries as Resources for Semantic Relatedness Information]]".
English Wikipedia
{{cite journal |last1=Roth |first1=Michael |last2=Walde |first2=Sabine Schulte im |title=Corpus Co-Occurrence, Dictionary and Wikipedia Entries as Resources for Semantic Relatedness Information |date=2008 |url=https://wikipediaquality.com/wiki/Corpus_Co-Occurrence,_Dictionary_and_Wikipedia_Entries_as_Resources_for_Semantic_Relatedness_Information}}
HTML
Roth, Michael; Walde, Sabine Schulte im. (2008). "<a href="https://wikipediaquality.com/wiki/Corpus_Co-Occurrence,_Dictionary_and_Wikipedia_Entries_as_Resources_for_Semantic_Relatedness_Information">Corpus Co-Occurrence, Dictionary and Wikipedia Entries as Resources for Semantic Relatedness Information</a>".
