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» A New Approach to Word Sense Disambiguation
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AAAI
1998
15 years 1 months ago
Knowledge Lean Word-Sense Disambiguation
We present a corpus{based approach to word{sense disambiguation that only requires information that can be automatically extracted from untagged text. We use unsupervised techniqu...
Ted Pedersen, Rebecca F. Bruce
IJCAI
2003
15 years 1 months ago
Improving Word Sense Disambiguation in Lexical Chaining
Previous algorithms to compute lexical chains suffer either from a lack of accuracy in word sense disambiguation (WSD) or from computational inefficiency. In this paper, we presen...
Michel Galley, Kathleen McKeown
117
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COLING
2010
14 years 6 months ago
Jointly Modeling WSD and SRL with Markov Logic
Semantic role labeling (SRL) and word sense disambiguation (WSD) are two fundamental tasks in natural language processing to find a sentence-level semantic representation. To date...
Wanxiang Che, Ting Liu
ICAI
2004
15 years 1 months ago
Using Relevant Domains Resource for Word Sense Disambiguation
This paper presents a new method for Word Sense Disambiguation based on the WordNet Domains lexical resource [4]. The underlaying working hypothesis is tha...
Sonia Vázquez, Andrés Montoyo, Germa...
ACL
2006
15 years 1 months ago
Estimating Class Priors in Domain Adaptation for Word Sense Disambiguation
Instances of a word drawn from different domains may have different sense priors (the proportions of the different senses of a word). This in turn affects the accuracy of word sen...
Yee Seng Chan, Hwee Tou Ng