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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 ...
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...
Statistical Sentence Condensation using Ambiguity Packing and Stochastic Disambiguation MethodsforLexical-Functional Grammar
Ambiguity Packing Stochastic Disambiguation
2015/6/23
An experimental evaluation of summarization quality shows a
close correlation between the automatic
parse-based evaluation and a manual evaluation of generated strings.
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-...
In this paper, we describe experiments on HPSG parse disambiguation using the Redwoods HPSG treebank (Oepen et al. 2002a,b,c). HPSG is a constraint-based lexicalist (“unification”) grammar formalism.
GRAMMATI CALCATEGORY DISAMBIGUATION BY STATISTICAL OPTIMIZATION
GRAMMATICAL CATEGORY DISAMBIGUATION STATISTICAL OPTIMIZATION
2015/1/27
Several algorithms have been developed in the past that attempt to resolve categorial ambiguities in natural language text without recourse to syntactic or semantic level information. An innovative me...
Prosodic Grouping and Relative Clause Disambiguation in Mandarin
prosodic grouping disambiguation Mandarin
2014/5/7
The study discusses the role of prosodic grouping in the Mandarin Relative Clause attachment disambiguation. The grouping effect is explored under the Implicit Prosody Hypothesis (IPH) from four aspec...
Prosody and sentence disambiguation in European Portuguese
Prosody intonation prosodic phrasing syntax-phonology interface disambiguation
2009/7/13
Our investigation focuses on several types of structural ambiguity in European Portuguese. The
materials include sentences with set-divider adverbs ambiguous as to the direction of syntactic
attachm...
Prosody and sentence disambiguation in European Portuguese
Prosody intonation prosodic phrasing syntax-phonology interface
2010/9/8
Our investigation focuses on several types of structural ambiguity in European Portuguese. The materials include sentences with set-divider adverbs ambiguous as to the direction of syntactic attachmen...