Semantic interpretation and the resolution of ambiguity
Semantic interpretation and the resolution of ambiguity
An experiment in computational discrimination of English word senses
IBM Journal of Research and Development
A connectionist approach to word sense disambiguation
A connectionist approach to word sense disambiguation
A training algorithm for optimal margin classifiers
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
Lexical ambiguity and information retrieval
ACM Transactions on Information Systems (TOIS)
Proceedings of the 1992 ACM/IEEE conference on Supercomputing
C4.5: programs for machine learning
C4.5: programs for machine learning
Using WordNet to disambiguate word senses for text retrieval
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
The digital word
Word sense disambiguation for free-text indexing using a massive semantic network
CIKM '93 Proceedings of the second international conference on Information and knowledge management
Computational Linguistics
Word sense disambiguation and information retrieval
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Improving Generalization with Active Learning
Machine Learning - Special issue on structured connectionist systems
Selection and information: a class-based approach to lexical relationships
Selection and information: a class-based approach to lexical relationships
Word sense disambiguation using a second language monolingual corpus
Computational Linguistics
Commercial applications of natural language processing
Communications of the ACM
Electric words: dictionaries, computers, and meanings
Electric words: dictionaries, computers, and meanings
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Guest Editors‘ Introduction: Machine Learning and Natural Language
Machine Learning - Special issue on natural language learning
Forgetting Exceptions is Harmful in Language Learning
Machine Learning - Special issue on natural language learning
Foundations of statistical natural language processing
Foundations of statistical natural language processing
EuroWordNet: a multilingual database with lexical semantic networks
EuroWordNet: a multilingual database with lexical semantic networks
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
SIGDOC '86 Proceedings of the 5th annual international conference on Systems documentation
Efficient text summarization using lexical chains
Proceedings of the 5th international conference on Intelligent user interfaces
Improved Boosting Algorithms Using Confidence-rated Predictions
Machine Learning - The Eleventh Annual Conference on computational Learning Theory
Machine Learning
Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Information Retrieval
Machine Learning
Machine Learning
Ontology Learning and Its Application to Automated Terminology Translation
IEEE Intelligent Systems
Class-based probability estimation using a semantic hierarchy
Computational Linguistics
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
An Information-Theoretic Definition of Similarity
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Artificial Intelligence: A Modern Approach
Artificial Intelligence: A Modern Approach
Discovering word senses from text
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
SemTag and seeker: bootstrapping the semantic web via automated semantic annotation
WWW '03 Proceedings of the 12th international conference on World Wide Web
Word sense disambiguation in information retrieval revisited
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
The structure of the merriam-webster pocket dictionary
The structure of the merriam-webster pocket dictionary
The Journal of Machine Learning Research
Introduction to the special issue on the web as corpus
Computational Linguistics - Special issue on web as corpus
Computational Linguistics - Special issue on web as corpus
Lexical cohesion computed by thesaural relations as an indicator of the structure of text
Computational Linguistics
Structural ambiguity and lexical relations
Computational Linguistics - Special issue on using large corpora: I
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
Automatic word sense discrimination
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
Generalizing case frames using a thesaurus and the MDL principle
Computational Linguistics
Selective sampling for example-based word sense disambiguation
Computational Linguistics
Decomposable modeling in natural language processing
Computational Linguistics
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
Natural Language Engineering
Finding a domain-appropriate sense inventory for semantically tagging a corpus
Natural Language Engineering
Artificial Intelligence: Structures and Strategies for Complex Problem Solving (5th Edition)
Artificial Intelligence: Structures and Strategies for Complex Problem Solving (5th Edition)
Automatic retrieval and clustering of similar words
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
MindNet: acquiring and structuring semantic information from text
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Building accurate semantic taxonomies from monolingual MRDs
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Extracting semantic hierarchies from a large on-line dictionary
ACL '85 Proceedings of the 23rd annual meeting on Association for Computational Linguistics
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
ACL '94 Proceedings of the 32nd 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
Web-scale information extraction in knowitall: (preliminary results)
Proceedings of the 13th international conference on World Wide Web
Explaining away ambiguity: learning verb selectional preference with Bayesian networks
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Word sense ambiguation: clustering related senses
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
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
Automatic acquisition of hyponyms from large text corpora
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
Word sense disambiguation using Conceptual Density
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
Word sense disambiguation within a multilingual framework
Word sense disambiguation within a multilingual framework
COLING '90 Proceedings of the 13th conference on Computational linguistics - Volume 2
Measures of distributional similarity
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Introduction to Machine Learning (Adaptive Computation and Machine Learning)
Introduction to Machine Learning (Adaptive Computation and Machine Learning)
Discovering corpus-specific word senses
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 2
Structural Semantic Interconnections: A Knowledge-Based Approach to Word Sense Disambiguation
IEEE Transactions on Pattern Analysis and Machine Intelligence
A graph model for unsupervised lexical acquisition
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Learning surface text patterns for a Question Answering system
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Chunking with support vector machines
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Learning semantic constraints for the automatic discovery of part-whole relations
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Weakly supervised natural language learning without redundant views
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Exploiting parallel texts for word sense disambiguation: an empirical study
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
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
HLT '93 Proceedings of the workshop on Human Language Technology
Natural Language Engineering
Automatic Information Organization and Retrieval.
Automatic Information Organization and Retrieval.
A Network Analysis Model for Disambiguation of Names in Lists
Computational & Mathematical Organization Theory
Understanding the Yarowsky Algorithm
Computational Linguistics
Disambiguating Nouns, Verbs, and Adjectives Using Automatically Acquired Selectional Preferences
Computational Linguistics
Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites
Computational Linguistics
An empirical study of the domain dependence of supervised word sense disambiguation systems
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
Learning class-to-class selectional preferences
ConLL '01 Proceedings of the 2001 workshop on Computational Natural Language Learning - Volume 7
Sense discrimination with parallel corpora
WSD '02 Proceedings of the ACL-02 workshop on Word sense disambiguation: recent successes and future directions - Volume 8
Combining heterogeneous classifiers for word-sense disambiguation
WSD '02 Proceedings of the ACL-02 workshop on Word sense disambiguation: recent successes and future directions - Volume 8
Building a sense tagged corpus with open mind word expert
WSD '02 Proceedings of the ACL-02 workshop on Word sense disambiguation: recent successes and future directions - Volume 8
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
Proceedings of the 15th international conference on World Wide Web
New developments in parsing technology
Evaluating WordNet-based Measures of Lexical Semantic Relatedness
Computational Linguistics
Consistent Validation of Manual and Automatic Sense Annotations with the Aid of Semantic Graphs
Computational Linguistics
Ontology Learning and Population from Text: Algorithms, Evaluation and Applications
Ontology Learning and Population from Text: Algorithms, Evaluation and Applications
Word Sense Disambiguation: Algorithms and Applications (Text, Speech and Language Technology)
Word Sense Disambiguation: Algorithms and Applications (Text, Speech and Language Technology)
Finding predominant word senses in untagged text
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Learning semantic classes for word sense disambiguation
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Inducing ontological co-occurrence vectors
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Word sense disambiguation vs. statistical machine translation
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Ensemble methods for unsupervised WSD
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Meaningful clustering of senses helps boost word sense disambiguation performance
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Ontologizing semantic relations
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Semantic taxonomy induction from heterogenous evidence
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
PageRank on semantic networks, with application to word sense disambiguation
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Word-sense disambiguation for machine translation
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Unsupervised acquisition of predominant word senses
Computational Linguistics
A structural approach to the automatic adjudication of word sense disagreements
Natural Language Engineering
WordNet: similarity - measuring the relatedness of concepts
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Quality assessment of large scale knowledge resources
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Two graph-based algorithms for state-of-the-art WSD
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Broad-coverage sense disambiguation and information extraction with a supersense sequence tagger
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
Scaling up word sense disambiguation via parallel texts
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
Proceedings of the 4th International Workshop on Semantic Evaluations
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
SemEval-2007 task 01: evaluating WSD on cross-language information retrieval
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Semeval-2007 task 02: evaluating word sense induction and discrimination systems
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
SemEval-2007 task 06: word-sense disambiguation of prepositions
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
SemEval-2007 task 07: coarse-grained English all-words task
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
SemEval-2007 task 08: metonymy resolution at SemEval-2007
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
SemEval-2007 task 10: English lexical substitution task
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
The SemEval-2007 WePS evaluation: establishing a benchmark for the web people search task
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
SemEval-2007 task 17: English lexical sample, SRL and all words
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
NUS-ML: improving word sense disambiguation using topic features
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
NUS-PT: exploiting parallel texts for word sense disambiguation in the English all-words tasks
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
PNNL: a supervised maximum entropy approach to word sense disambiguation
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
TKB-UO: using sense clustering for WSD
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
UBC-ALM: combining k-NN with SVD for WSD
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Graph connectivity measures for unsupervised word sense disambiguation
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Word sense disambiguation with spreading activation networks generated from thesauri
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Using information content to evaluate semantic similarity in a taxonomy
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Extended gloss overlaps as a measure of semantic relatedness
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Improving word sense disambiguation in lexical chaining
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Criteria for the manual grouping of verb senses
LAW '07 Proceedings of the Linguistic Annotation Workshop
Graph based semi-supervised approach for information extraction
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
Word independent context pair classification model for word sense disambiguation
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Making senses: bootstrapping sense-tagged lists of semantically-related words
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
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
Japanese word sense disambiguation using the simple bayes and support vector machine methods
SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
Exploring automatic word sense disambiguation with decision lists and the web
Proceedings of the COLING-2000 Workshop on Semantic Annotation and Intelligent Content
Efficient approximate entity extraction with edit distance constraints
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Using cycles and quasi-cycles to disambiguate dictionary glosses
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Improvements to monolingual English word sense disambiguation
DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
SemEval-2010 task 3: cross-lingual word sense disambiguation
DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
Large-scale taxonomy mapping for restructuring and integrating wikipedia
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
A Lexicographic Encoding for Word Sense Disambiguation with Evolutionary Neural Networks
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
The noisy channel model for unsupervised word sense disambiguation
Computational Linguistics
CIT'09 Proceedings of the 3rd International Conference on Communications and information technology
ISPRA'10 Proceedings of the 9th WSEAS international conference on Signal processing, robotics and automation
Word sense disambiguation via human computation
Proceedings of the ACM SIGKDD Workshop on Human Computation
Margin perceptron for word sense disambiguation
Proceedings of the 2010 Symposium on Information and Communication Technology
A topological embedding of the lexicon for semantic distance computation
Natural Language Engineering
Disambiguation of ambiguous biomedical terms using examples generated from the UMLS Metathesaurus
Journal of Biomedical Informatics
BabelNet: building a very large multilingual semantic network
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Learning word-class lattices for definition and hypernym extraction
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Knowledge-rich Word Sense Disambiguation rivaling supervised systems
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Combining orthogonal monolingual and multilingual sources of evidence for all words WSD
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
SemEval-2010 task 3: Cross-lingual word sense disambiguation
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
COLEUR and COLSLM: A WSD approach to multilingual lexical substitution, tasks 2 and 3 SemEval 2010
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
RALI: Automatic weighting of text window distances
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
A semantic similarity approach to predicting Library of Congress subject headings for social tags
Journal of the American Society for Information Science and Technology
Inducing word senses to improve web search result clustering
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Tense sense disambiguation: a new syntactic polysemy task
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Ontology emergence from folksonomies
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
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
Towards an optimal weighting of context words based on distance
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Conceptual knowledge acquisition using automatically generated large-scale semantic networks
ICCS'10 Proceedings of the 18th international conference on Conceptual structures: from information to intelligence
On designing task-oriented intelligent interfaces: an e-mail based design framework
ICIC'10 Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing
Information extraction from concise passages of natural language sources
ADBIS'10 Proceedings of the 14th east European conference on Advances in databases and information systems
Disambiguation in the biomedical domain: The role of ambiguity type
Journal of Biomedical Informatics
Knowledge-based sense disambiguation (almost) for all structures
Information Systems
Using semantic techniques to access web data
Information Systems
Automatic lexical annotation applied to the SCARLET ontology matcher
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Schema label normalization for improving schema matching
Data & Knowledge Engineering
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
Exploiting relation extraction for ontology alignment
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part II
Onto.PT: Automatic Construction of a Lexical Ontology for Portuguese
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
Exploiting paraphrases and deferred sense commitment to interpret questions more reliably
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Automatic generation of semantic fields for annotating web images
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
ICE-TEA: in-context expansion and translation of English abbreviations
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
A quantitative evaluation of global word sense induction
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Incorporating coreference resolution into word sense disambiguation
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
From keywords to queries: discovering the user's intended meaning
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
Taxonomy induction based on a collaboratively built knowledge repository
Artificial Intelligence
A semantic term weighting scheme for text categorization
Expert Systems with Applications: An International Journal
Latent semantic word sense induction and disambiguation
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Ontology-based distinction between polysemy and homonymy
IWCS '11 Proceedings of the Ninth International Conference on Computational Semantics
Towards tracking semantic change by visual analytics
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
A part-of-speech lexicographic encoding for an evolutionary word sense disambiguation approach
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part I
Cross-lingual word sense disambiguation for languages with scarce resources
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
Contextual analysis of word meanings in type-theoretical semantics
LACL'11 Proceedings of the 6th international conference on Logical aspects of computational linguistics
Enhanced Topic-based Vector Space Model for semantics-aware spam filtering
Expert Systems with Applications: An International Journal
TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue
Autonomous and adaptive identification of topics in unstructured text
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II
Clustering web search results with maximum spanning trees
AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
Using semantic distance to automatically suggest transfer course equivalencies
IUNLPBEA '11 Proceedings of the 6th Workshop on Innovative Use of NLP for Building Educational Applications
A knowledge-based semantic Kernel for text classification
SPIRE'11 Proceedings of the 18th international conference on String processing and information retrieval
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Proceedings of the 20th ACM international conference on Information and knowledge management
Does word sense disambiguation improve information retrieval?
Proceedings of the fourth workshop on Exploiting semantic annotations in information retrieval
A Survey of Automatic Query Expansion in Information Retrieval
ACM Computing Surveys (CSUR)
What determines inter-coder agreement in manual annotations? a meta-analytic investigation
Computational Linguistics
Generating model-based test cases from natural language requirements for space application software
Software Quality Control
Unsupervised cross-lingual lexical substitution
EMNLP '11 Proceedings of the First Workshop on Unsupervised Learning in NLP
Measuring the impact of sense similarity on word sense induction
EMNLP '11 Proceedings of the First Workshop on Unsupervised Learning in NLP
Classification-based contextual preferences
TIWTE '11 Proceedings of the TextInfer 2011 Workshop on Textual Entailment
Literal and metaphorical sense identification through concrete and abstract context
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Robust disambiguation of named entities in text
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
ACM Transactions on Speech and Language Processing (TSLP)
An experimental study on unsupervised graph-based word sense disambiguation
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Automatically structuring domain knowledge from text: An overview of current research
Information Processing and Management: an International Journal
BabelNetXplorer: a platform for multilingual lexical knowledge base access and exploration
Proceedings of the 21st international conference companion on World Wide Web
A quick tour of word sense disambiguation, induction and related approaches
SOFSEM'12 Proceedings of the 38th international conference on Current Trends in Theory and Practice of Computer Science
Query phrase expansion using wikipedia in patent class search
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
A semi-supervised approach for key-synset extraction to be used in word sense disambiguation
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Probase: a probabilistic taxonomy for text understanding
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
Expert Systems with Applications: An International Journal
Resolving ambiguity in biomedical text to improve summarization
Information Processing and Management: an International Journal
A cognitive approach to word sense disambiguation
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
A graph-based approach to WSD using relevant semantic trees and n-cliques model
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Evaluating PageRank methods for structural sense ranking in labeled tree data
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Toponym disambiguation using ontology-based semantic similarity
PROPOR'12 Proceedings of the 10th international conference on Computational Processing of the Portuguese Language
A graph-based algorithm for inducing lexical taxonomies from scratch
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Word sense disambiguation for spam filtering
Electronic Commerce Research and Applications
Evaluation of clustering algorithms for word sense disambiguation
International Journal of Data Analysis Techniques and Strategies
Making sense of location context
Proceedings of the 1st International Workshop on Context Discovery and Data Mining
Automatic categorisation of comments in social news websites
Expert Systems with Applications: An International Journal
Word sense disambiguation as an integer linear programming problem
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Towards a model of formal and informal address in English
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Proceedings of the 18th Brazilian symposium on Multimedia and the web
Multiplicity and word sense: evaluating and learning from multiply labeled word sense annotations
Language Resources and Evaluation
Regular polysemy: a distributional model
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
An evaluation of graded sense disambiguation using word sense induction
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
The CQC algorithm: cycling in graphs to semantically enrich and enhance a bilingual dictionary
Journal of Artificial Intelligence Research
Information Sciences: an International Journal
A configurable translation-based cross-lingual ontology mapping system to adjust mapping outcomes
Web Semantics: Science, Services and Agents on the World Wide Web
Multilingual WSD with just a few lines of code: the BabelNet API
ACL '12 Proceedings of the ACL 2012 System Demonstrations
Natural language questions for the web of data
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Joining forces pays off: multilingual joint word sense disambiguation
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
A new minimally-supervised framework for domain word sense disambiguation
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Semantic relatedness for biomedical word sense disambiguation
TextGraphs-7 '12 Workshop Proceedings of TextGraphs-7 on Graph-based Methods for Natural Language Processing
KORE: keyphrase overlap relatedness for entity disambiguation
Proceedings of the 21st ACM international conference on Information and knowledge management
Exploring dictionary-based semantic relatedness in labeled tree data
Information Sciences: an International Journal
Concept-based indexing of annotated images using semantic DNA
Engineering Applications of Artificial Intelligence
SemaFor: semantic document indexing using semantic forests
Proceedings of the 21st ACM international conference on Information and knowledge management
Artificial Intelligence Review
Joint image and word sense discrimination for image retrieval
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Collaboratively built semi-structured content and Artificial Intelligence: The story so far
Artificial Intelligence
Evaluating Entity Linking with Wikipedia
Artificial Intelligence
Wikipedia-based WSD for multilingual frame annotation
Artificial Intelligence
Proxemic conceptual network based on ontology enrichment for representing documents in IR
EKAW'12 Proceedings of the 18th international conference on Knowledge Engineering and Knowledge Management
Harnessing collective intelligence in social tagging using Delicious
Journal of the American Society for Information Science and Technology
t-Plausibility: Generalizing Words to Desensitize Text
Transactions on Data Privacy
Locational relativity and domain constraints in spatial questions
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Automatic typing of DBpedia entities
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part I
A supervised method for lexical annotation of schema labels based on wikipedia
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Empirical methods for the study of denotation in nominalizations in spanish
Computational Linguistics
Autoencoder for polysemous word
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
SHIATSU: tagging and retrieving videos without worries
Multimedia Tools and Applications
Artificial Intelligence in Medicine
Ontology-Based word sense disambiguation for scientific literature
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Semantics-based information extraction for detecting economic events
Multimedia Tools and Applications
Building instance knowledge network for word sense disambiguation
ACSC '11 Proceedings of the Thirty-Fourth Australasian Computer Science Conference - Volume 113
A novel semantic information retrieval system based on a three-level domain model
Journal of Systems and Software
Word Sense Disambiguation by Combining Labeled Data Expansion and Semi-Supervised Learning Method
ACM Transactions on Asian Language Information Processing (TALIP)
Efficient ad-hoc search for personalized PageRank
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Knowledge harvesting in the big-data era
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Five languages are better than one: an attempt to bypass the data acquisition bottleneck for WSD
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
MaxMax: a graph-based soft clustering algorithm applied to word sense induction
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Improved text annotation with Wikipedia entities
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Exploiting emoticons in sentiment analysis
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Reducing information redundancy in search results
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Grounding linked open data in wordnet: the case of the OSM semantic network
W2GIS'13 Proceedings of the 12th international conference on Web and Wireless Geographical Information Systems
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
Biomedical text disambiguation using UMLS
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Enhancing sentiment extraction from text by means of arguments
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining
Wikification via link co-occurrence
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
International Journal of Web Engineering and Technology
Multi-site study of surgical practice in neurosurgery based on surgical process models
Journal of Biomedical Informatics
Ontology-based flexible topic classification of crowdsourcing textual resources
Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems
Proceedings of the VLDB Endowment
Mastering Japanese through Augmented Browsing
Proceedings of International Conference on Information Integration and Web-based Applications & Services
A Novel Matchmaking Approach for Automated Semantic Web Service Discovery
Proceedings of International Conference on Information Integration and Web-based Applications & Services
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Semantic smoothing for text clustering
Knowledge-Based Systems
Supervised word sense disambiguation using semantic diffusion kernel
Engineering Applications of Artificial Intelligence
Word sense disambiguation as a traveling salesman problem
Artificial Intelligence Review
Latent word context model for information retrieval
Information Retrieval
Interactive relational reinforcement learning of concept semantics
Machine Learning
A logic for reasoning about ambiguity
Artificial Intelligence
Cross-domain targeted ontology subsets for annotation: The case of SNOMED CORE and RxNorm
Journal of Biomedical Informatics
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Word sense disambiguation (WSD) is the ability to identify the meaning of words in context in a computational manner. WSD is considered an AI-complete problem, that is, a task whose solution is at least as hard as the most difficult problems in artificial intelligence. We introduce the reader to the motivations for solving the ambiguity of words and provide a description of the task. We overview supervised, unsupervised, and knowledge-based approaches. The assessment of WSD systems is discussed in the context of the Senseval/Semeval campaigns, aiming at the objective evaluation of systems participating in several different disambiguation tasks. Finally, applications, open problems, and future directions are discussed.