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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...
Exploiting Semantic Role Resources for Preposition Disambiguation
Exploiting Semantic Role Resources Preposition Disambiguation
2015/9/7
This article describes how semantic role resources can be exploited for preposition disambiguation. The main resources include the semantic role annotations provided by the Penn Treebank and FrameNet ...
Verb Class Disambiguation Using Informative Priors
Informative Priors Class Disambiguation
2015/8/31
Levin’s (1993) study of verb classes is a widely used resource for lexical semantics. In her framework, some verbs, such as give, exhibit no class ambiguity. But other verbs, such as write, have
seve...
Word Translation Disambiguation Using Bilingual Bootstrapping
Bilingual Bootstrapping Translation Disambiguation
2015/8/31
It repeatedly constructs classifiers in the two languages in parallel and boosts the performance of the classifiers by classifying
unclassified data in the two languages and by exch...
This article addresses the interpretation of nominalizations, a particular class of compound nouns
whose head noun is derived from a verb and whose modifier is interpreted as an argument of thi...
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...
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.
Disambiguation of Chinese Polyphonic Characters
Pinyin Polyphonic Character Polyphones text-to-Pinyin
2009/2/20
In this paper, 1we survey the
Chinese polyphonic characters and introduce
our solution to convert them into Pinyin. We
focus on Polyphonic Mono-Character words,
which we think are the key in conve...
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...
Statistical Properties of Overlapping Ambiguities in Chinese Word Segmentation and a Strategy for Their Disambiguation（图）
Chinese Word Segmentation Disambiguation
2015/1/24
Overlapping ambiguity is a major ambiguity type in Chinese word segmentation. In this paper, the statistical properties of overlapping ambiguities are intensively studied based on the observations fro...