Exploració per tema "Word sense disambiguation"
Ara es mostren els items 1-8 de 8
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A Proposal for word sense disambiguation using conceptual distance
(1996-02-01)
Report de recerca
Accés obertThis paper presents a method for the resolution of lexical ambiguity and its automatic evaluation over the Brown Corpus. The method relies on the use of the wide-coverage noun taxonomy of WordNet and the notion of ... -
Boosting applied to word sense disambiguation
(2000-01)
Report de recerca
Accés obertIn this paper we apply Schapire and Singer's AdaBoost.MH boosting algorithm to the Word Sense Disambiguation (WSD) problem. Initial experiments on a set of 15 selected polysemous words show that the boosting approach ... -
Context-aware machine translation for software localization
(2012)
Comunicació de congrés
Accés obertSoftware localization requires translating short text strings appearing in user interfaces (UI) into several languages. These strings are usually unrelated to the other strings in the UI. Due to the lack of semantic ... -
Machine learning and natural language processing
(2000-07)
Report de recerca
Accés obertIn this report, some collaborative work between the fields of Machine Learning (ML) and Natural Language Processing (NLP) is presented. The document is structured in two parts. The first part includes a superficial but ... -
Multilingual evaluation of KnowNet
(2008)
Article
Accés obertEste artículo presenta un nuevo método totalmente automático de construcción de bases de conocimiento muy densas y precisas a partir de recursos semánticos preexistentes. Básicamente, el método usa un algoritmo de ... -
Naive Bayes and exemplar-based approaches to word sense disambiguation revisited
(2000-02)
Report de recerca
Accés obertThis paper describes an experimental comparison between two standard supervised learning methods, namely Naive Bayes and Exemplar--based classification, on the Word Sense Disambiguation (WSD) problem. The aim of the ... -
On the portability and tuning of supervised word sense disambiguation systems
(2000-05)
Report de recerca
Accés obertThis report describes a set of experiments carried out to explore the portability of alternative supervised Word Sense Disambiguation algorithms. The aim of the work is threefold: firstly, studying the performance of these ... -
Word sense disambiguation using conceptual density
(1996-01)
Report de recerca
Accés obertThis paper presents a method for the resolution of lexical ambiguity and its automatic evaluation over the Brown Corpus. The method relies on the use of the wide-coverage noun taxonomy of WordNet and the notion of ...