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Name disambiguation in author citations using a K-way spectral clustering method
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Semantic cores for representing documents in IR
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ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
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COLING '04 Proceedings of the 20th international conference on Computational Linguistics
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ACLdemo '05 Proceedings of the ACL 2005 on Interactive poster and demonstration sessions
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BT Technology Journal
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AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
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International Journal of Geographical Information Science
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RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
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AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
New Semantic Similarity Based Model for Text Clustering Using Extended Gloss Overlaps
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
WordNet::Similarity: measuring the relatedness of concepts
HLT-NAACL--Demonstrations '04 Demonstration Papers at HLT-NAACL 2004
Improving the Clustering of Blogosphere with a Self-term Enriching Technique
TSD '09 Proceedings of the 12th International Conference on Text, Speech and Dialogue
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AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
JU-SKNSB: extended WordNet based WSD on the English all-words task at SemEval-1
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UPV-SI: word sense induction using self term expansion
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SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
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DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
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Combining learning and word sense disambiguation for intelligent user profiling
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
STEP '08 Proceedings of the 2008 Conference on Semantics in Text Processing
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CLIIR '06 Proceedings of the Workshop on How Can Computational Linguistics Improve Information Retrieval?
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RTE '07 Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing
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Web Intelligence and Agent Systems
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HSI'09 Proceedings of the 2nd conference on Human System Interactions
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AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
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PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
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HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
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ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
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Louhi '10 Proceedings of the NAACL HLT 2010 Second Louhi Workshop on Text and Data Mining of Health Documents
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MICAI'10 Proceedings of the 9th Mexican international conference on Advances in artificial intelligence: Part I
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Information Processing and Management: an International Journal
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Computational Intelligence
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SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
SAGAN: an approach to semantic textual similarity based on textual entailment
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
SAGAN: a machine translation approach for cross-lingual textual entailment
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
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Semantic textual similarity for MT evaluation
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Four methods for supervised word sense disambiguation
NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems
A progressive sentence selection strategy for document summarization
Information Processing and Management: an International Journal
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The similarity jury: combining expert judgements on geographic concepts
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Language Resources and Evaluation
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Artificial Intelligence Review
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Artificial Intelligence Review
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This paper presents an adaptation of Lesk's dictionary-based word sense disambiguation algorithm. Rather than using a standard dictionary as the source of glosses for our approach, the lexical database WordNet is employed. This provides a rich hierarchy of semantic relations that our algorithm can exploit. This method is evaluated using the English lexical sample data from the SENSEVAL-2 word sense disambiguation exercise, and attains an overall accuracy of 32%. This represents a significant improvement over the 16% and 23% accuracy attained by variations of the Lesk algorithm used as benchmarks during the Senseval-2 comparative exercise among word sense disambiguation systems.