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» Taxonomy Learning Using Word Sense Induction
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FSKD
2009
Springer
143views Fuzzy Logic» more  FSKD 2009»
13 years 2 months ago
Spectral Clustering for Chinese Word
Sense Induction is the process of identifying the word sense given its context, often treated as a clustering task. This paper explores the use of spectral cluster method which in...
Ying Liu, Wang Nan, Tie Zheng
LREC
2008
124views Education» more  LREC 2008»
13 years 6 months ago
Translation-oriented Word Sense Induction Based on Parallel Corpora
Word Sense Disambiguation (WSD) is an intermediate task that serves as a means to an end defined by the application in which it is to be used. However, different applications have...
Marianna Apidianaki
EMNLP
2010
13 years 2 months ago
Word Sense Induction Disambiguation Using Hierarchical Random Graphs
Graph-based methods have gained attention in many areas of Natural Language Processing (NLP) including Word Sense Disambiguation (WSD), text summarization, keyword extraction and ...
Ioannis P. Klapaftis, Suresh Manandhar
ECAI
2008
Springer
13 years 6 months ago
Word Sense Induction Using Graphs of Collocations
Word Sense Induction (WSI) is the task of identifying the different senses (uses) of a target word in a given text. Traditional graph-based approaches create and then cluster a gra...
Ioannis P. Klapaftis, Suresh Manandhar
COLING
1996
13 years 5 months ago
Word Sense Disambiguation using Conceptual Density
This paper presents a method for the resolution of lexical ambiguity of nouns and its automatic evaluation over the Brown Corpus. The method relies on the use of the wide-coverage...
Eneko Agirre, German Rigau