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Word sense disambiguation and the related field of automated word sense induction traditionally
assume that the occurrences of a lemma can be partitioned into senses. But this seems
to be a much eas...
Improved Estimation of Entropy for Evaluation of Word Sense Induction
Entropy for Evaluation Word Sense Induction
2015/9/14
Information-theoretic measures are among the most standard techniques for evaluation of clustering methods including word sense induction (WSI) systems. Such measures rely on sample-based estimates of...
A Large-Scale Pseudoword-Based Evaluation Framework for State-of-the-Art Word Sense Disambiguation
Large-Scale Pseudoword State-of-the-Art Word Sense Disambiguation
2015/9/14
The evaluation of several tasks in lexical semantics is often limited by the lack of large amounts of manual annotations, not only for training purposes, but also for testing purposes. Word Sense Disa...
Clustering and Diversifying Web Search Results with Graph-Based Word Sense Induction
Clustering and Diversifying Web Search Graph Word Sense Induction
2015/9/11
Web search result clustering aims to facilitate information search on the Web. Rather than the results of a query being presented as a flat list, they are grouped on the basis of their similarity and ...
The Interaction of Knowledge Sources in Word Sense Disambiguation
Word Sense Disambiguation Knowledge Sources
2015/8/26
Word sense disambiguation (WSD) is a computational linguistics task likely to benefit from the
tradition of combining different knowledge sources in artificial intelligence research. An i...
A Unified Model for Word Sense Representation and Disambiguation
Word Sense Representation Disambiguation
2015/1/24
A Unified Model for Word Sense Representation and Disambiguation.
A Scheme of Word Sense Disambiguation based on Integrated Language Knowledge Base
Word Sense Disambiguation Integrated Language Knowledge Base
2009/2/10
We intend to provide a broad-brush
framework of WSD based on the Integrated
Language Knowledge Base
(ILKB) in the Institute of Computational
Linguistics/Peking University,
as the guidelines of ou...