An Information-Theoretic Definition of Similarity
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
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ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
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Lexical substitution as a task for WSD evaluation
WSD '02 Proceedings of the ACL-02 workshop on Word sense disambiguation: recent successes and future directions - Volume 8
Direct word sense matching for lexical substitution
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Local Rephrasing Suggestions for Supporing the Work of Writers
GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
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ACM Computing Surveys (CSUR)
That's nice... what can you do with it?
Computational Linguistics
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COGALEX '08 Proceedings of the workshop on Cognitive Aspects of the Lexicon
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COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
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EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
KU: word sense disambiguation by substitution
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
SW-AG: local context matching for English lexical substitution
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Tor, TorMd: distributional profiles of concepts for unsupervised word sense disambiguation
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
UNT: SubFinder: combining knowledge sources for automatic lexical substitution
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Alternative annotations of word usage
DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
SemEval-2010 task 2: cross-lingual lexical substitution
DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
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DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
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ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
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ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Paraphrase assessment in structured vector space: exploring parameters and datasets
GEMS '09 Proceedings of the Workshop on Geometrical Models of Natural Language Semantics
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TextInfer '09 Proceedings of the 2009 Workshop on Applied Textual Inference
Evaluation metrics for the lexical substitution task
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Word sense subjectivity for cross-lingual lexical substitution
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
HMMs, GRs, and n-grams as lexical substitution techniques: are they portable to other languages?
MCTLLL '09 Proceedings of the Workshop on Natural Language Processing Methods and Corpora in Translation, Lexicography, and Language Learning
SemEval-2010 task 2: Cross-lingual lexical substitution
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
SemEval-2010 task 3: Cross-lingual word sense disambiguation
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
UBA: Using automatic translation and Wikipedia for cross-lingual lexical substitution
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Generating shifting sentiment for a conversational agent
CAAGET '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text
Measuring distributional similarity in context
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Practical linguistic steganography using contextual synonym substitution and vertex colour coding
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Topic models for meaning similarity in context
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Text mining for automatic image tagging
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
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CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
A Naïve bayes approach to cross-lingual word sense disambiguation and lexical substitution
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
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HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations
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HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Putting it simply: a context-aware approach to lexical simplification
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
A comparison of unsupervised methods to associate colors with words
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
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EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Latent vector weighting for word meaning in context
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Cross-cutting models of lexical semantics
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
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ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
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CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
A dataset for the evaluation of lexical simplification
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Apples to oranges: evaluating image annotations from natural language processing systems
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
SemEval-2012 task 1: English Lexical Simplification
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
UOW-SHEF: SimpLex -- lexical simplicity ranking based on contextual and psycholinguistic features
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
UNT-SimpRank: systems for lexical simplification ranking
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
Computational approaches to sentence completion
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
A challenge set for advancing language modeling
WLM '12 Proceedings of the NAACL-HLT 2012 Workshop: Will We Ever Really Replace the N-gram Model? On the Future of Language Modeling for HLT
Creating a system for lexical substitutions from scratch using crowdsourcing
Language Resources and Evaluation
Statistical metaphor processing
Computational Linguistics
Parser evaluation using textual entailments
Language Resources and Evaluation
The cross-lingual lexical substitution task
Language Resources and Evaluation
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In this paper we describe the English Lexical Substitution task for SemEval. In the task, annotators and systems find an alternative substitute word or phrase for a target word in context. The task involves both finding the synonyms and disambiguating the context. Participating systems are free to use any lexical resource. There is a subtask which requires identifying cases where the word is functioning as part of a multiword in the sentence and detecting what that multiword is.