搜索结果: 1-12 共查到“Word Sense”相关记录12条 . 查询时间(0.109 秒)
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 and the related field of automated word sense induction traditionally
assume that the occurrences of a lemma can be partitioned into senses. But this seems
to be a much eas...
Improved Estimation of Entropy for Evaluation of Word Sense Induction
Entropy for Evaluation Word Sense Induction
2015/9/14
Information-theoretic measures are among the most standard techniques for evaluation of clustering methods including word sense induction (WSI) systems. Such measures rely on sample-based estimates of...
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...
Clustering and Diversifying Web Search Results with Graph-Based Word Sense Induction
Clustering and Diversifying Web Search Graph Word Sense Induction
2015/9/11
Web search result clustering aims to facilitate information search on the Web. Rather than the results of a query being presented as a flat list, they are grouped on the basis of their similarity and ...
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 Unified Model for Word Sense Representation and Disambiguation
Word Sense Representation Disambiguation
2015/1/24
A Unified Model for Word Sense Representation and Disambiguation.
Word Sense Disambiguation in Information Retrieval
disambiguation algorithms natural language processing word sense disambiguation
2013/1/29
The natural language processing has a set of phases that evolves from lexical text analysis to the pragmatic one in which the author’s intentions are shown. The ambiguity problem appears in all of the...
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...