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Entity Linking meets Word Sense Disambiguation: A Unified Approach
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In: http://wwwusers.di.uniroma1.it/~navigli/pubs/TACL_2014_Babelfy.pdf (2014)
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A robust approach to aligning heterogeneous lexical resources.
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In: http://acl2014.org/acl2014/P14-1/pdf/P14-1044.pdf (2014)
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Multilingual word sense disambiguation and entity linking for everybody
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In: http://ceur-ws.org/Vol-1272/paper_30.pdf (2014)
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Spred: Large-scale harvesting of semantic predicates
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In: http://wing.comp.nus.edu.sg/~antho/P/P13/P13-1120v2.pdf (2013)
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Clustering and diversifying Web search results with graph-based Word Sense Induction
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In: http://wwwusers.di.uniroma1.it/~navigli/pubs/CL_2013_DiMarco_Navigli.pdf (2013)
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Clustering and diversifying Web search results with graph-based Word Sense Induction
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In: http://wing.comp.nus.edu.sg/~antho/J/J13/J13-3008.pdf (2013)
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SPred: Large-scale Harvesting of Semantic Predicates
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In: http://aclweb.org/anthology/P/P13/P13-1120.pdf (2013)
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SemEval-2013 Task 12: Multilingual Word Sense Disambiguation
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In: http://wwwusers.di.uniroma1.it/%7Enavigli/pubs/Semeval_2013_Navigli_etal.pdf (2013)
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GlossBoot: Bootstrapping multilingual domain glossaries from the Web
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In: http://aclweb.org/anthology/P/P13/P13-1052.pdf (2013)
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BabelNet goes to the (Multilingual) Semantic Web
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In: http://wwwusers.di.uniroma1.it/~navigli/pubs/MSW_2012_Navigli.pdf (2012)
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A Quick Tour of Word Sense Disambiguation, Induction and Related Approaches
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In: http://www.dsi.uniroma1.it/%7Enavigli/pubs/SOFSEM_2012_Navigli.pdf (2012)
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BabelNetXplorer: a platform for multilingual lexical knowledge base access and exploration, in: Companion Volume to the
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In: http://www2012.wwwconference.org/proceedings/companion/p393.pdf (2012)
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BabelNetXplorer: A Platform for Multilingual Lexical Knowledge Base Access and Exploration ABSTRACT
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In: http://www.dsi.uniroma1.it/%7Enavigli/pubs/WWW2012_Navigli_Ponzetto.pdf (2012)
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An Experimental Study of Graph Connectivity for Unsupervised Word Sense Disambiguation
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In: http://wwwusers.di.uniroma1.it/~navigli/pubs/PAMI_2010_Navigli_Lapata.pdf (2010)
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BabelNet: Building a Very Large Multilingual Semantic Network
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In: http://lcl.uniroma1.it/babelnet/papers/navigli_ponzetto_acl_2010.pdf (2010)
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BabelNet: Building a very large multilingual semantic network
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In: http://www.dsi.uniroma1.it/%7Enavigli/pubs/ACL_2010_Navigli_Ponzetto.pdf (2010)
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An Experimental Study of Graph Connectivity for Unsupervised Word Sense Disambiguation
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In: http://www.dsi.uniroma1.it/~navigli/pubs/PAMI_2010_Navigli_Lapata.pdf (2010)
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Abstract:
Word sense disambiguation (WSD), the task of identifying the intended meanings (senses) of words in context, has been a long-standing research objective for natural language processing. In this paper, we are concerned with graph-based algorithms for large-scale WSD. Under this framework, finding the right sense for a given word amounts to identifying the most “important” node among the set of graph nodes representing its senses. We introduce a graph-based WSD algorithm which has few parameters and does not require sense-annotated data for training. Using this algorithm, we investigate several measures of graph connectivity with the aim of identifying those best suited for WSD. We also examine how the chosen lexicon and its connectivity influences WSD performance. We report results on standard data sets and show that our graph-based approach performs comparably to the state of the art.
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URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.154.2514 http://www.dsi.uniroma1.it/~navigli/pubs/PAMI_2010_Navigli_Lapata.pdf
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Using Cycles and Quasi-Cycles to disambiguate dictionary glosses
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In: http://www.aclweb.org/anthology/E/E09/E09-1068.pdf (2009)
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