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Boosting Applied to Word Sense Disambiguation [PDF]

open access: bronze, 2000
In this paper Schapire and Singer's AdaBoost.MH boosting algorithm is applied to the Word Sense Disambiguation (WSD) problem. Initial experiments on a set of 15 selected polysemous words show that the boosting approach surpasses Naive Bayes and Exemplar ...
Escudero, Gerard   +2 more
core   +12 more sources

The Interaction of Knowledge Sources in Word Sense Disambiguation [PDF]

open access: bronzeComputational Linguistics, 2021
Word sense disambiguation (WSD) is a computational linguistics task likely to benefit from the tradition of combining different knowledge sources in artificial in telligence research.
Mark Stevenson, Yorick Wilks
doaj   +8 more sources

Word Domain Disambiguation via Word Sense Disambiguation [PDF]

open access: bronzeProceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers on XX - NAACL '06, 2006
Word subject domains have been widely used to improve the perform-ance of word sense disambiguation al-gorithms. However, comparatively little effort has been devoted so far to the disambiguation of word subject do-mains. The few existing approaches have
Gregory, Michelle L.   +2 more
core   +5 more sources

A comprehensive dataset for Arabic word sense disambiguation [PDF]

open access: yesData in Brief
This data paper introduces a comprehensive dataset tailored for word sense disambiguation tasks, explicitly focusing on a hundred polysemous words frequently employed in Modern Standard Arabic.
Sanaa Kaddoura, Reem Nassar
doaj   +4 more sources

Application of the transformer model algorithm in chinese word sense disambiguation: a case study in chinese language [PDF]

open access: yesScientific Reports
This study aims to explore the research methodology of applying the Transformer model algorithm to Chinese word sense disambiguation, seeking to resolve word sense ambiguity in the Chinese language.
Linlin Li   +3 more
doaj   +2 more sources

Harmony Search Algorithm for Word Sense Disambiguation. [PDF]

open access: yesPLoS ONE, 2015
Word Sense Disambiguation (WSD) is the task of determining which sense of an ambiguous word (word with multiple meanings) is chosen in a particular use of that word, by considering its context.
Saad Adnan Abed   +2 more
doaj   +2 more sources

Improving Japanese Zero Pronoun Resolution by Global Word Sense Disambiguation [PDF]

open access: bronze, 2004
This paper proposes unsupervised word sense disambiguation based on automatically constructed case frames and its incorporation into our zero pronoun resolution system. The word sense disambiguation is applied to verbs and nouns.
Daisuke Kawahara, Sadao Kurohashi
core   +3 more sources

Word sense disambiguation using hybrid swarm intelligence approach. [PDF]

open access: yesPLoS ONE, 2018
Word sense disambiguation (WSD) is the process of identifying an appropriate sense for an ambiguous word. With the complexity of human languages in which a single word could yield different meanings, WSD has been utilized by several domains of interests ...
Wafaa Al-Saiagh   +4 more
doaj   +2 more sources

Evaluating author name disambiguation for digital libraries: a case of DBLP [PDF]

open access: yesScientometrics, 2018
Author name ambiguity in a digital library may affect the findings of research that mines authorship data of the library. This study evaluates author name disambiguation in DBLP, a widely used but insufficiently evaluated digital library for its disambiguation performance.
Jinseok Kim
exaly   +2 more sources

A Learning-Based Approach for Biomedical Word Sense Disambiguation [PDF]

open access: yesThe Scientific World Journal, 2012
In the biomedical domain, word sense ambiguity is a widely spread problem with bioinformatics research effort devoted to it being not commensurate and allowing for more development.
Hisham Al-Mubaid, Sandeep Gungu
doaj   +2 more sources

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