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A Game-Theoretic Approach to Word Sense Disambiguation
Word Sense Disambiguation Game-Theoretic
2017/4/6
This article presents a new model for word sense disambiguation formulated in terms of evolutionary
game theory, where each word to be disambiguated is represented as a node on a graph
whose edges r...
Word Sense Disambiguation (WSD) systems automatically choose the intended meaning of a
word in context. In this article we present a WSD algorithm based on random walks over large
Lexical Knowledge ...
A Large-Scale Pseudoword-Based Evaluation Framework for State-of-the-Art Word Sense Disambiguation
Large-Scale Pseudoword State-of-the-Art Word Sense Disambiguation
2015/9/14
The evaluation of several tasks in lexical semantics is often limited by the lack of large amounts of manual annotations, not only for training purposes, but also for testing purposes. Word Sense Disa...
The Noisy Channel Model for Unsupervised Word Sense Disambiguation
Word Sense Disambiguation Noisy Channel Model
2015/9/8
We introduce a generative probabilistic model, the noisy channel model, for unsupervised word
sense disambiguation. In our model, each context C is modeled as a distinct channel through
which the sp...
The Interaction of Knowledge Sources in Word Sense Disambiguation
Word Sense Disambiguation Knowledge Sources
2015/8/26
Word sense disambiguation (WSD) is a computational linguistics task likely to benefit from the
tradition of combining different knowledge sources in artificial intelligence research. An i...
Combining Heterogeneous Classifiers for Word-Sense Disambiguation
Heterogeneous Classifiers Word-Sense Disambiguation
2015/6/12
This paper discusses ensembles of simple but heterogeneous classifiers for word-sense disambiguation, examining the Stanford-CS224N system entered in the SENSEVAL-2 English lexical sample task. First-...
A Scheme of Word Sense Disambiguation based on Integrated Language Knowledge Base
Word Sense Disambiguation Integrated Language Knowledge Base
2009/2/10
We intend to provide a broad-brush
framework of WSD based on the Integrated
Language Knowledge Base
(ILKB) in the Institute of Computational
Linguistics/Peking University,
as the guidelines of ou...