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Word Sense Clustering and Clusterability
Word Sense Clustering Clusterability
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2016/7/7
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...
Clustering and Diversifying Web Search Results with Graph-Based Word Sense Induction
Clustering and Diversifying Web Search Graph Word Sense Induction
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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 ...
Clustering Syntactic Positions with Similar Semantic Requirements
Semantic Requirements Clustering Syntactic Positions
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2015/8/31
This article describes an unsupervised strategy to acquire syntactico-semantic requirements of
nouns, verbs, and adjectives from partially parsed text corpora. The linguistic notion of
requirement u...
Clustering the Tagged Web
Clustering Tagged Web
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2015/6/12
Automatically clustering web pages into semantic groups promises improved search and browsing on the web. In this paper, we demonstrate how user-generated tags from largescale social bookmarking websi...
Spectral Chinese Restaurant Processes:Nonparametric Clustering Based on Similarities
Spectral Chinese Restaurant Nonparametric Clustering Similarities
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2015/6/12
We introduce a new nonparametric clustering model which combines the recently proposed distance-dependent Chinese restaurant process (dd-CRP) and non-linear, spectral methods for dimensionality reduct...
Clustering to Find Exemplar Terms for Keyphrase Extraction
Find Exemplar Terms Keyphrase Extraction
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2015/1/24
Clustering to Find Exemplar Terms for Keyphrase Extraction.