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» Identifying Synonyms among Distributionally Similar Words
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IJCAI
2003
13 years 5 months ago
Identifying Synonyms among Distributionally Similar Words
There have been many proposals to compute similarities between words based on their distributions in contexts. However, these approaches do not distinguish between synonyms and an...
Dekang Lin, Shaojun Zhao, Lijuan Qin, Ming Zhou
AAAI
2004
13 years 5 months ago
Discriminating Among Word Meanings by Identifying Similar Contexts
Word sense discrimination is an unsupervised clustering problem, which seeks to discover which instances of a word/s are used in the same meaning. This is done strictly based on i...
Amruta Purandare, Ted Pedersen
IWPC
2008
IEEE
13 years 10 months ago
Identifying Word Relations in Software: A Comparative Study of Semantic Similarity Tools
Modern software systems are typically large and complex, making comprehension of these systems extremely difficult. Experienced programmers comprehend code by seamlessly processi...
Giriprasad Sridhara, Emily Hill, Lori L. Pollock, ...
ACL
2008
13 years 5 months ago
A Supervised Learning Approach to Automatic Synonym Identification Based on Distributional Features
Distributional similarity has been widely used to capture the semantic relatedness of words in many NLP tasks. However, various parameters such as similarity measures must be hand...
Masato Hagiwara
LREC
2010
192views Education» more  LREC 2010»
13 years 5 months ago
Testing Semantic Similarity Measures for Extracting Synonyms from a Corpus
The definition of lexical semantic similarity measures has been the subject of lots of works for many years. In this article, we focus more specifically on distributional semantic...
Olivier Ferret