Machine Learning
Word-sense disambiguation using statistical methods
ACL '91 Proceedings of the 29th annual meeting on Association for Computational Linguistics
A class-based approach to lexical discovery
ACL '92 Proceedings of the 30th annual meeting on Association for Computational Linguistics
Word-sense disambiguation using statistical models of Roget's categories trained on large corpora
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
HLT '91 Proceedings of the workshop on Speech and Natural Language
Corpus-based statistical sense resolution
HLT '93 Proceedings of the workshop on Human Language Technology
Word sense disambiguation and information retrieval
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Translating collocations for bilingual lexicons: a statistical approach
Computational Linguistics
An automatic method for generating sense tagged corpora
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
The impact on retrieval effectiveness of skewed frequency distributions
ACM Transactions on Information Systems (TOIS)
Automatic identification and organization of index terms for interactive browsing
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
Periods, capitalized words, etc.
Computational Linguistics
Empirical Methods for MT Lexicon Development
AMTA '98 Proceedings of the Third Conference of the Association for Machine Translation in the Americas on Machine Translation and the Information Soup
Word sense disambiguation in information retrieval revisited
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Models of translational equivalence among words
Computational Linguistics
The interaction of knowledge sources in word sense disambiguation
Computational Linguistics
Introduction to the special issue on word sense disambiguation: the state of the art
Computational Linguistics - Special issue on word sense disambiguation
Disambiguating highly ambiguous words
Computational Linguistics - Special issue on word sense disambiguation
Using corpus statistics and WordNet relations for sense identification
Computational Linguistics - Special issue on word sense disambiguation
Evaluating sense disambiguation across diverse parameter spaces
Natural Language Engineering
Natural Language Engineering
Verb sense disambiguation based on dual distributional similarity
Natural Language Engineering
An unsupervised method for detecting grammatical errors
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
The grammar of sense: Using part-of-speech tags as a first step in semantic disambiguation
Natural Language Engineering
Sequential model selection for word sense disambiguation
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Unsupervised word sense disambiguation rivaling supervised methods
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Morphological cues for lexical semantics
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Integrating multiple knowledge sources to disambiguate word sense: an exemplar-based approach
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Mixed language query disambiguation
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
WASPBENCH: a lexicographer's workbench supporting state-of-the-art word sense disambiguation
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 2
Translation Disambiguation in Mixed Language Queries
Machine Translation
Maximum entropy models for word sense disambiguation
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
An unsupervised method for word sense tagging using parallel corpora
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Semantic classes and syntactic ambiguity
HLT '93 Proceedings of the workshop on Human Language Technology
Using a semantic concordance for sense identification
HLT '94 Proceedings of the workshop on Human Language Technology
Use of dependency tree structures for the microcontext extraction
RANLPIR '00 Proceedings of the ACL-2000 workshop on Recent advances in natural language processing and information retrieval: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 11
Semantic indexing using WordNet senses
RANLPIR '00 Proceedings of the ACL-2000 workshop on Recent advances in natural language processing and information retrieval: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 11
One sense per collocation and genre/topic variations
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Unsupervised monolingual and bilingual word-sense disambiguation of medical documents using UMLS
BioMed '03 Proceedings of the ACL 2003 workshop on Natural language processing in biomedicine - Volume 13
Practical Word-Sense Disambiguation Using Co-occurring Concept Codes
Machine Translation
Similarity of Semantic Relations
Computational Linguistics
Unsupervised sense disambiguation using bilingual probabilistic models
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Word sense disambiguation criteria: a systematic study
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
PageRank on semantic networks, with application to word sense disambiguation
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Context representation using word sequences extracted from a news corpus
International Journal of Approximate Reasoning
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Word sense disambiguation using lexical cohesion in the context
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Geographic co-occurrence as a tool for gir.
Proceedings of the 4th ACM workshop on Geographical information retrieval
Automatic thesaurus construction
ACSC '08 Proceedings of the thirty-first Australasian conference on Computer science - Volume 74
NLDB '08 Proceedings of the 13th international conference on Natural Language and Information Systems: Applications of Natural Language to Information Systems
Using co-occurrence models for placename disambiguation
International Journal of Geographical Information Science
Defining imprecise regions using the web
Proceedings of the 2nd PhD workshop on Information and knowledge management
Word sense disambiguation: A survey
ACM Computing Surveys (CSUR)
The bootstrapping of the Yarowsky algorithm in real corpora
Information Processing and Management: an International Journal
TermeX: A Tool for Collocation Extraction
CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing
Word Clustering for Collocation-Based Word Sense Disambiguation
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Combined one sense disambiguation of abbreviations
HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
Learning noun-modifier semantic relations with corpus-based and WordNet-based features
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Implementing a sense tagger in a general architecture for text engineering
NeMLaP3/CoNLL '98 Proceedings of the Joint Conferences on New Methods in Language Processing and Computational Natural Language Learning
An evaluation of a lexicographer's workbench: building lexicons for machine translation
EAMT '03 Proceedings of the 7th International EAMT workshop on MT and other Language Technology Tools, Improving MT through other Language Technology Tools: Resources and Tools for Building MT
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Refining the most frequent sense baseline
DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
Learning rules for large vocabulary word sense disambiguation
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
One class per named entity: exploiting unlabeled text for named entity recognition
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
A mathematical model for context and word-meaning
CONTEXT'03 Proceedings of the 4th international and interdisciplinary conference on Modeling and using context
Design and prototype of a large-scale and fully sense-tagged corpus
LKR'08 Proceedings of the 3rd international conference on Large-scale knowledge resources: construction and application
An evaluation of a lexicographer's workbench incorporating word sense disambiguation
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
PKU_HIT: An event detection system based on instances expansion and rich syntactic features
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
RACAI: Unsupervised WSD experiments @ SemEval-2, task #17
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Expectation vectors: a semiotics inspired approach to geometric lexical-semantic representation
GEMS '10 Proceedings of the 2010 Workshop on GEometrical Models of Natural Language Semantics
Word sense disambiguation for event trigger word detection
DTMBIO '10 Proceedings of the ACM fourth international workshop on Data and text mining in biomedical informatics
Using semantic techniques to access web data
Information Systems
Word sense disambiguation methods
Programming and Computing Software
Toponym resolution in social media
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part I
HowNet and its computation of meaning
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Demonstrations
A flexible, corpus-driven model of regular and inverse selectional preferences
Computational Linguistics
How many multiword expressions do people know?
MWE '11 Proceedings of the Workshop on Multiword Expressions: from Parsing and Generation to the Real World
A survey of probabilistic methods of morphological tagging
Automatic Documentation and Mathematical Linguistics
Conceptual information-based sense disambiguation
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Multiwords and word sense disambiguation
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Instance pruning by filtering uninformative words: an information extraction case study
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Sentiment tagging of adjectives at the meaning level
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Supervised sense tagging using support vector machines
SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
Probabilistic network models for word sense disambiguation
SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
Improving WSD with multi-level view of context monitored by similarity measure
SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
Using LazyBoosting for word sense disambiguation
SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
WASP-Bench: a lexicographic tool supporting word sense disambiguation
SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
A new clustering method for detecting rare senses of abbreviations in clinical notes
Journal of Biomedical Informatics
Learning Abbreviations from Chinese and English Terms by Modeling Non-Local Information
ACM Transactions on Asian Language Information Processing (TALIP)
How many multiword expressions do people know?
ACM Transactions on Speech and Language Processing (TSLP) - Special issue on multiword expressions: From theory to practice and use, part 1
Word sense and semantic relations in noun compounds
ACM Transactions on Speech and Language Processing (TSLP) - Special issue on multiword expressions: From theory to practice and use, part 2
Contribution to semantic analysis of Arabic language
Advances in Artificial Intelligence
SemEval-2010 task 18: disambiguating sentiment ambiguous adjectives
Language Resources and Evaluation
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Previous work [Gale, Church and Yarowsky, 1992] showed that with high probability a polysemous word has one sense per discourse. In this paper we show that for certain definitions of collocation, a polysemous word exhibits essentially only one sense per collocation. We test this empirical hypothesis for several definitions of sense and collocation, and discover that it holds with 90--99% accuracy for binary ambiguities. We utilize this property in a disambiguation algorithm that achieves precision of 92% using combined models of very local context.