50 search results - page 1 / 10 » Word Sense Induction Using Graphs of Collocations |
ECAI
2008
Springer
13 years 6 months ago
2008
Springer
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...
EACL
2006
ACL Anthology
13 years 6 months ago
2006
ACL Anthology
In this paper a novel solution to automatic and unsupervised word sense induction (WSI) is introduced. It represents an instantiation of the `one sense per collocation' obser...
EMNLP
2010
13 years 2 months ago
2010
Graph-based methods have gained attention in many areas of Natural Language Processing (NLP) including Word Sense Disambiguation (WSD), text summarization, keyword extraction and ...
ACL
2009
13 years 2 months ago
2009
Identifying whether a multi-word expression (MWE) is compositional or not is important for numerous NLP applications. Sense induction can partition the context of MWEs into semant...
CORR
2000
Springer
13 years 4 months ago
2000
Springer
This paper revisits the one sense per collocation hypothesis using fine-grained sense distinctions and two different corpora. We show that the hypothesis is weaker for fine-graine...