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Corpus-based Techniques for Word Sense Disambiguation (1997)  (Make Corrections)  (2 citations)
Gina-Anne Levow



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Abstract: this paper, I will describe a set of three techniques which claim to use corpus-based statistical methods to try to solve the problem of word sense disambiguation. As an introduction I will describe briefly some of the range of approaches which have been applied to this task. I will further indicate the limitations on scalability of these techniques which motivated the shift to automatic machine-learning techniques trained of large corpora for this task. Then I will embark on a careful... (Update)

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.... to solve this problem, some researchers decided to use pre coded informa tion in the form of machine readable dictionaries and thesauri [10] [13] Others started to build their own dictionaries and thesauri with information concluded from statistics over large corpora. This...

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BibTeX entry:   (Update)

Gina-Anne Levow. Corpus-based techniques for Word Sense Disambiguation. Area-Exam. MIT. http://citeseer.ist.psu.edu/levow97corpusbased.html   More

@techreport{ levow97corpusbased,
    author = "Gina-Anne Levow",
    title = "Corpus-based Techniques for Word Sense Disambiguation",
    number = "AIM-1637",
    month = "1,",
    pages = "20",
    year = "1997",
    url = "citeseer.ist.psu.edu/levow97corpusbased.html" }
Citations (may not include all citations):
653   Fundamentals of SPeech Recognition (context) - Rabiner, Juang - 1993
181   Wordnet: an on-line lexical database (context) - Miller - 1990
168   Distributional clustering of english words - Pereira, Tishby et al. - 1993
163   gram models of natural language (context) - Brown, Pietra et al. - 1992
148   Word-sense disambiguation using statistical models of Roget'.. - Yarowsky - 1992
114   Deducing linguistic structure from the statistics of large c.. (context) - Brill, Magerman et al. - 1991
75   Semantic Interpretation and the resolution of Ambiguity (context) - Hirst - 1987
65   Word sense disambiguation using statistical methods - Brown, DellaPietra et al. - 1991
54   Using WordNet to disambiguate word senses for text retrieval (context) - Voorhees - 1993
51   Massively parallel parsing: A strongly interactive model of .. (context) - Waltz, Pollack - 1985
46   One sense per discourse (context) - Gale, Church et al. - 1992
45   Word sense disambiguation using a second language monolingua.. - Dagan, Itai - 1994
45   Disambiguating noun groupings with respect to WordNet senses - Resnik - 1995
37   Automatic sense disambiguation using machine readable dictio.. (context) - Lesk - 1986
36   Word sense disambiguation for free-text indexing using a mas.. (context) - Sussna - 1993
34   Lexical disambiguation using simulated annealing (context) - Cowie, Guthrie et al. - 1992
29   Script Application: Computer Understanding of newspaper stor.. (context) - Cullingford - 1978
27   Example based learning for view-based human face detection (context) - Sung, Poggio - 1995
27   The structure of a semantic theory (context) - Katz, Fodor - 1964
26   Two languages are more informative than one - Dagan, Itai et al. - 1991
22   Using a semantic concordance for sense identification (context) - Miller, Chodorow et al. - 1994
19   Parsing and Comprehending with Word Experts (context) - Small, Reiger - 1982
17   ACM Transactions on Information Systems (context) - Krovetz, Croft et al. - 1992
16   Subject-dependent co-occurrence and word sense disambiguatio.. - Guthrie, Guthrie et al. - 1991
12   Word sense disambiguation with very large neural networks ex.. (context) - Ide, Veronis - 1990
10   Word space - Schutze
7   Toward building contextual representations of word senses us.. - Leacock, Towell et al. - 1993
6   Unsupervised acquisition of a lexicon from continuous speech - DeMarcken - 1995
5   Viewing parsing as word sense discrimination: A connectionis.. (context) - Cottrell, Small - 1984
5   Augmenting lexicons automatically: clustering semantically r.. - McKeown, Hatzivassiloglou - 1993
3   Lexical Acquisition: Exploiting On-Line Resources to Build a.. (context) - Zernik - 1991
3   DARPA Workshop on Human Language Technology (context) - Yarowsky, per - 1993
2   Contextual word similarity and estimation form sparse data (context) - Dagan, Marcus et al. - 1993
1   Unsupervised word sense disambiguiation rivaling supervised .. (context) - Yarowsky - 1995
1   Noun homgraph disambiguation using local context in large co.. (context) - Hearst - 1991
1   Using wordnet as a knowledge base for measuring conceptual s.. (context) - Richardson, Smeaton et al. - 1994
1   Effects of mesage style on users' attributions toward agents (context) - Brennan, Ohaeri - 1994
1   Mathematical Structure s of Language (context) - Harris - 1968
1   Providing machine tractable dictionaries tools (context) - Wilks, Fass et al. - 1990
1   University of Chicago Pres (context) - Harris - 1951
1   Mathematics with Applications (context) - Wilks, Fass et al. - 1992
1   and understanding: An enquiry into human knowledge structure.. (context) - Schank, Abelson et al. - 1977

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