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» A Unified Knowledge Based Approach for Sense Disambiguation ...
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ICTAI
2009
IEEE
13 years 12 months ago
Large-Scale Dependency Knowledge Acquisition and its Extrinsic Evaluation Through Word Sense Disambiguation
Knowledge plays a central role in intelligent systems. Manual knowledge acquisition is very inefficient and expensive. In this paper, we present (1) an automatic method to acquire...
Ping Chen, Wei Ding 0003, Chris Bowes, David Brown
BMCBI
2010
186views more  BMCBI 2010»
13 years 5 months ago
Knowledge-based biomedical word sense disambiguation: comparison of approaches
Background: Word sense disambiguation (WSD) algorithms attempt to select the proper sense of ambiguous terms in text. Resources like the UMLS provide a reference thesaurus to be u...
Antonio Jimeno Yepes, Alan R. Aronson
ACL
2006
13 years 6 months ago
Semantic Role Labeling via FrameNet, VerbNet and PropBank
This article describes a robust semantic parser that uses a broad knowledge base created by interconnecting three major resources: FrameNet, VerbNet and PropBank. The FrameNet cor...
Ana-Maria Giuglea, Alessandro Moschitti
JAIR
2007
159views more  JAIR 2007»
13 years 5 months ago
Combination Strategies for Semantic Role Labeling
This paper introduces and analyzes a battery of inference models for the problem of semantic role labeling: one based on constraint satisfaction, and several strategies that model...
Mihai Surdeanu, Lluís Màrquez, Xavie...
SIGLEX
1991
13 years 8 months ago
Lexical Operations in a Unification-Based Framework
We consider lexicM operations and their representation in a unification based lexicon and the role of lexical semantic information. We describe a unified treatment of the linguist...
Ann A. Copestake, Ted Briscoe