Semantic interpretation and the resolution of ambiguity
Semantic interpretation and the resolution of ambiguity
Numerical recipes in C: the art of scientific computing
Numerical recipes in C: the art of scientific computing
Using multiple knowledge sources for word sense discrimination
Computational Linguistics
Proceedings of the 1992 ACM/IEEE conference on Supercomputing
C4.5: programs for machine learning
C4.5: programs for machine learning
Building a large-scale knowledge base for machine translation
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Electric words: dictionaries, computers, and meanings
Electric words: dictionaries, computers, and meanings
SIGDOC '86 Proceedings of the 5th annual international conference on Systems documentation
Information Retrieval
Combining Weak Knowledge Sources for Sense Disambiguation
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
Building a large annotated corpus of English: the penn treebank
Computational Linguistics - Special issue on using large corpora: II
Introduction to the special issue on word sense disambiguation: the state of the art
Computational Linguistics - Special issue on word sense disambiguation
The grammar of sense: Using part-of-speech tags as a first step in semantic disambiguation
Natural Language Engineering
Combining unsupervised lexical knowledge methods for word sense disambiguation
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Word sense disambiguation using optimised combinations of knowledge sources
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Word-sense disambiguation using statistical methods
ACL '91 Proceedings of the 29th annual meeting on Association for Computational Linguistics
Unsupervised word sense disambiguation rivaling supervised methods
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Word-sense disambiguation using decomposable models
ACL '94 Proceedings of the 32nd 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
Estimating upper and lower bounds on the performance of word-sense disambiguation programs
ACL '92 Proceedings of the 30th annual meeting on Association for Computational Linguistics
Lexical disambiguation using simulated annealing
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 1
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
Genus disambiguation: a study in weighted preference
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 4
COLING '90 Proceedings of the 13th conference on Computational linguistics - Volume 2
University of Sheffield: description of the LaSIE system as used for MUC-6
MUC6 '95 Proceedings of the 6th conference on Message understanding
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
HLT '93 Proceedings of the workshop on Human Language Technology
A Hidden Markov Model Approach to Word Sense Disambiguation
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Word sense disambiguation in information retrieval revisited
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Introduction to the special issue on evaluating word sense disambiguation systems
Natural Language Engineering
Evaluating sense disambiguation across diverse parameter spaces
Natural Language Engineering
Parameter optimization for machine-learning of word sense disambiguation
Natural Language Engineering
Combining Classifiers for word sense disambiguation
Natural Language Engineering
Word sense disambiguation with pattern learning and automatic feature selection
Natural Language Engineering
User Modelling for News Web Sites with Word Sense Based Techniques
User Modeling and User-Adapted Interaction
Augmenting noun taxonomies by combining lexical similarity metrics
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Instance based learning with automatic feature selection applied to word sense disambiguation
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Improving subcategorization acquisition using word sense disambiguation
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Disambiguating Nouns, Verbs, and Adjectives Using Automatically Acquired Selectional Preferences
Computational Linguistics
Boosting automatic lexical acquisition with morphological information
ULA '02 Proceedings of the ACL-02 workshop on Unsupervised lexical acquisition - Volume 9
Dutch word sense disambiguation: optimizing the localness of context
WSD '02 Proceedings of the ACL-02 workshop on Word sense disambiguation: recent successes and future directions - Volume 8
Unsupervised Italian word sense disambiguation using WordNets and unlabeled corpora
WSD '02 Proceedings of the ACL-02 workshop on Word sense disambiguation: recent successes and future directions - Volume 8
WSD '02 Proceedings of the ACL-02 workshop on Word sense disambiguation: recent successes and future directions - Volume 8
Modeling consensus: classifier combination for word sense disambiguation
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
An empirical evaluation of knowledge sources and learning algorithms for word sense disambiguation
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Learning case-based knowledge for disambiguating Chinese word segmentation: a preliminary study
SIGHAN '02 Proceedings of the first SIGHAN workshop on Chinese language processing - Volume 18
Optimizing disambiguation in Swahili
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Learning a robust word sense disambiguation model using hypernyms in definition sentences
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Automated induction of sense in context
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Ontology learning: state of the art and open issues
Information Technology and Management
Automatic extraction of the multiple semantic and syntactic categories of words
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
International Journal of Data Mining and Bioinformatics
Word Sense Disambiguation Using Inductive Logic Programming
Inductive Logic Programming
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
Computational Linguistics
International Journal of Data Mining and Bioinformatics
A structural approach to the automatic adjudication of word sense disagreements
Natural Language Engineering
Lexical Constellations and the Structure of Meaning: A Prototype Application to WSD
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
A hybrid relational approach for WSD: first results
COLING ACL '06 Proceedings of the 21st International Conference on computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop
Knowledge sources for word sense disambiguation of biomedical text
BioNLP '08 Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing
IRST-BP: preposition disambiguation based on chain clarifying relationships contexts
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
RACAI: meaning affinity models
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
SRCB-WSD: supervised Chinese word sense disambiguation with key features
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
UBC-UMB: combining unsupervised and supervised systems for all-words WSD
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
A mathematical model for context and word-meaning
CONTEXT'03 Proceedings of the 4th international and interdisciplinary conference on Modeling and using context
Discovering web services to specify more complete system requirements
CAiSE'07 Proceedings of the 19th international conference on Advanced information systems engineering
CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
Automatic sense disambiguation of the near-synonyms in a dictionary entry
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Extracting glosses to disambiguate word senses
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
WSD as a distributed constraint optimization problem
ACLstudent '10 Proceedings of the ACL 2010 Student Research Workshop
Assessing the contribution of shallow and deep knowledge sources for word sense disambiguation
Language Resources and Evaluation
Word sense disambiguation methods
Programming and Computing Software
Wordnet based word sense disambiguation
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
Word sense disambiguation using heterogeneous language resources
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Natural language technology and query expansion: issues, state-of-the-art and perspectives
Journal of Intelligent Information Systems
A software app to support creativity in dementia care
Proceedings of the 9th ACM Conference on Creativity & Cognition
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Word sense disambiguation (WSD) is a computational linguistics task likely to benefit from the tradition of combining different knowledge sources in artificial in telligence research. An important step in the exploration of this hypothesis is to determine which linguistic knowledge sources are most useful and whether their combination leads to improved results. We present a sense tagger which uses several knowledge sources. Tested accuracy exceeds 94% on our evaluation corpus.Our system attempts to disambiguate all content words in running text rather than limiting itself to treating a restricted vocabulary of words. It is argued that this approach is more likely to assist the creation of practical systems.