Semantic interpretation and the resolution of ambiguity
Semantic interpretation and the resolution of ambiguity
Algorithms for clustering data
Algorithms for clustering data
Recent trends in hierarchic document clustering: a critical review
Information Processing and Management: an International Journal
A connectionist approach to word sense disambiguation
A connectionist approach to word sense disambiguation
Word sense disambiguation using machine-readable dictionaries
SIGIR '89 Proceedings of the 12th annual international ACM SIGIR conference on Research and development in information retrieval
Notes and references on early automatic classification work
ACM SIGIR Forum
Use of syntactic context to produce term association lists for text retrieval
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Scatter/Gather: a cluster-based approach to browsing large document collections
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Experiment on linguistically-based term associations
Information Processing and Management: an International Journal
Lexical ambiguity and information retrieval
ACM Transactions on Information Systems (TOIS)
Proceedings of the 1992 ACM/IEEE conference on Supercomputing
Subtopic structuring for full-length document access
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Constant interaction-time scatter/gather browsing of very large document collections
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
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
Class-based n-gram models of natural language
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
A cooccurrence-based thesaurus and two applications to information retrieval
Information Processing and Management: an International Journal
Corpus processing for lexical acquisition
SIGDOC '86 Proceedings of the 5th annual international conference on Systems documentation
Explorations in Automatic Thesaurus Discovery
Explorations in Automatic Thesaurus Discovery
Information Retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Homonymy and polysemy in information retrieval
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
Two languages are more informative than one
ACL '91 Proceedings of the 29th annual meeting on Association for Computational Linguistics
Subject-dependent co-occurrence and word sense disambiguation
ACL '91 Proceedings of the 29th 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
Contextual word similarity and estimation from sparse data
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
Distributional clustering of English words
ACL '93 Proceedings of the 31st 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
Similarity-based estimation of word cooccurrence probabilities
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Co-occurrence vectors from corpora vs. distance vectors from dictionaries
COLING '94 Proceedings of the 15th 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
Corpus-based statistical sense resolution
HLT '93 Proceedings of the workshop on Human Language Technology
Knowledge lean word-sense disambiguation
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Information retrieval based on context distance and morphology
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Nine Issues in Speech Translation
Machine Translation
Book reviews: Polysemy: theoretical and computational approaches
Computational Linguistics
Near-synonymy and lexical choice
Computational Linguistics
Word Sense Discrimination for Czech
TSD '02 Proceedings of the 5th International Conference on Text, Speech and Dialogue
Visualisation Techniques for Analysing Meaning
TSD '02 Proceedings of the 5th International Conference on Text, Speech and Dialogue
Learning Rules for Large-Vocabulary Word Sense Disambiguation: A Comparison of Various Classifiers
NLP '00 Proceedings of the Second International Conference on Natural Language Processing
Detecting emerging concepts in textual data mining
Computational information retrieval
SemTag and seeker: bootstrapping the semantic web via automated semantic annotation
WWW '03 Proceedings of the 12th international conference on World Wide Web
A model for matching semantic maps between languages (French/English, English/French)
Computational Linguistics
Natural Language Engineering
An empirical assessment of semantic interpretation
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Word translation disambiguation using bilingual bootstrapping
Computational Linguistics
Verb class disambiguation using informative priors
Computational Linguistics
Context-sensitive text mining and belief revision for intelligent information retrieval on the web
Web Intelligence and Agent Systems
Distributional term representations: an experimental comparison
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Cohesion and collocation: using context vectors in text segmentation
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
A probabilistic model for Latent Semantic Indexing: Research Articles
Journal of the American Society for Information Science and Technology
Discovering corpus-specific word senses
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 2
Hierarchical orderings of textual units
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Word sense disambiguation using static and dynamic sense vectors
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
A graph model for unsupervised lexical acquisition
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Organizing encyclopedic knowledge based on the web and its application to question answering
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Word translation disambiguation using Bilingual Bootstrapping
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Discriminating among word senses using McQuitty's similarity analysis
NAACLstudent '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: Proceedings of the HLT-NAACL 2003 student research workshop - Volume 3
Monolingual and bilingual concept visualization from corpora
NAACL-Demonstrations '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: Demonstrations - Volume 4
Word sense acquisition from bilingual comparable corpora
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Constructing semantic space models from parsed corpora
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Orthogonal negation in vector spaces for modelling word-meanings and document retrieval
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Noun sense induction using web search results
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Term norm distribution and its effects on latent semantic indexing
Information Processing and Management: an International Journal
Word sense disambiguation in queries
Proceedings of the 14th ACM international conference on Information and knowledge management
Co-occurrence Retrieval: A Flexible Framework for Lexical Distributional Similarity
Computational Linguistics
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
Question answering using encyclopedic knowledge generated from the web
ODQA '01 Proceedings of the workshop on Open-domain question answering - Volume 12
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
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
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
An efficient clustering algorithm for class-based language models
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
A statistical approach to the semantics of verb-particles
MWE '03 Proceedings of the ACL 2003 workshop on Multiword expressions: analysis, acquisition and treatment - Volume 18
An empirical model of multiword expression decomposability
MWE '03 Proceedings of the ACL 2003 workshop on Multiword expressions: analysis, acquisition and treatment - Volume 18
Clustering Syntactic Positions with Similar Semantic Requirements
Computational Linguistics
A framework for understanding latent semantic indexing (LSI) performance
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
A large scale, corpus-based approach for automatically disambiguating biomedical abbreviations
ACM Transactions on Information Systems (TOIS)
Chinese verb sense discrimination using an EM clustering model with rich linguistic features
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Learning word senses with feature selection and order identification capabilities
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Automatic acquisition of English topic signatures based on a second language
ACLstudent '04 Proceedings of the ACL 2004 workshop on Student research
Word sense disambiguation using label propagation based semi-supervised learning
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Learning accurate, compact, and interpretable tree annotation
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
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
An equivalent pseudoword solution to Chinese word sense disambiguation
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Discovering word senses from a network of lexical cooccurrences
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Bootstrapping without the boot
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Differentiating homonymy and polysemy in information retrieval
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Identifying semantic relations and functional properties of human verb associations
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Measuring the relative compositionality of verb-noun (V-N) collocations by integrating features
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
A semi-supervised feature clustering algorithm with application to word sense disambiguation
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Unknown word sense detection as outlier detection
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
SenseClusters: unsupervised clustering and labeling of similar contexts
ACLdemo '05 Proceedings of the ACL 2005 on Interactive poster and demonstration sessions
Word Sense Disambiguation by Machine Learning Approach: A Short Survey
Fundamenta Informaticae - Contagious Creativity - In Honor of the 80th Birthday of Professor Solomon Marcus
Measuring semantic similarity between words using web search engines
Proceedings of the 16th international conference on World Wide Web
Using a knowledge base to disambiguate personal name in web search results
Proceedings of the 2007 ACM symposium on Applied computing
Dependency-Based Construction of Semantic Space Models
Computational Linguistics
Computational Linguistics
Automatically extracting nominal mentions of events with a bootstrapped probabilistic classifier
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Discriminating image senses by clustering with multimodal features
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Word vectors and two kinds of similarity
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Ontology learning: state of the art and open issues
Information Technology and Management
An adaptive approach to schema classification for data warehouse modeling
Journal of Computer Science and Technology
Semantic text similarity using corpus-based word similarity and string similarity
ACM Transactions on Knowledge Discovery from Data (TKDD)
International Journal of Data Mining and Bioinformatics
Word Sense Disambiguation Using Inductive Logic Programming
Inductive Logic Programming
Word Sense Disambiguation for Vocabulary Learning
ITS '08 Proceedings of the 9th international conference on Intelligent Tutoring Systems
Languages, Methodologies and Development Tools for Multi-Agent Systems
Augmenting Word Space Models for Word Sense Discrimination Using an Automatic Thesaurus
GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
A Vicarious Words Method for Word Sense Discrimination
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
An Empirical Bayesian Method for Detecting Out of Context Words
TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
STRUCTURAL SIMILARITIES OF COMPLEX NETWORKS: A COMPUTATIONAL MODEL BY EXAMPLE OF WIKI GRAPHS
Applied Artificial Intelligence
Word sense disambiguation: A survey
ACM Computing Surveys (CSUR)
Word sense disambiguation across two domains: Biomedical literature and clinical notes
Journal of Biomedical Informatics
Name Disambiguation Boosted by Latent Topics from Web Directories
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
An Unsupervised Approach to Cluster Web Search Results Based on Word Sense Communities
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Collective User Behaviour and Tag Contextualisation in Folksonomies
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
International Journal of Data Mining and Bioinformatics
Measuring the similarity between implicit semantic relations using web search engines
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Methodological Review: Empirical distributional semantics: Methods and biomedical applications
Journal of Biomedical Informatics
BorderFlow: A Local Graph Clustering Algorithm for Natural Language Processing
CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing
Semantic Vector Combinations and the Synoptic Gospels
QI '09 Proceedings of the 3rd International Symposium on Quantum Interaction
Unsupervised Discrimination of Person Names in Web Contexts
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Adjective Sense Disambiguation at the Border Between Unsupervised and Knowledge-Based Techniques
Fundamenta Informaticae
Novel semantic features for verb sense disambiguation
HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
Empirical measurements of lexical similarity in noun phrase conjuncts
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
Contextualising tags in collaborative tagging systems
Proceedings of the 20th ACM conference on Hypertext and hypermedia
MSDA: Wordsense Discrimination Using Context Vectors and Attributes
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Disambiguating Personal Names on the Web using Automatically Extracted Key Phrases
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
A language independent approach for name categorization and discrimination
ACL '07 Proceedings of the Workshop on Balto-Slavonic Natural Language Processing: Information Extraction and Enabling Technologies
Multilingual word sense discrimination: a comparative cross-linguistic study
ACL '07 Proceedings of the Workshop on Balto-Slavonic Natural Language Processing: Information Extraction and Enabling Technologies
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
Representing words as regions in vector space
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
Discriminating among word meanings by identifying similar contexts
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
SenseClusters - finding clusters that represent word senses
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
How many different "John Smiths", and who are they?
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Corpus-based and knowledge-based measures of text semantic similarity
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Using three way data for word sense discrimination
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Improving name discrimination: a language salad approach
CrossLangInduction '06 Proceedings of the International Workshop on Cross-Language Knowledge Induction
Selecting the "right" number of senses based on clustering criterion functions
EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Posters & Demonstrations
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Predicting strong associations on the basis of corpus data
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Partially supervised sense disambiguation by learning sense number from tagged and untagged corpora
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
Semantic ambient media--an introduction
Multimedia Tools and Applications
Automatic identification of non-compositional multi-word expressions using latent semantic analysis
MWE '06 Proceedings of the Workshop on Multiword Expressions: Identifying and Exploiting Underlying Properties
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Automatic induction of FrameNet lexical units
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
A structured vector space model for word meaning in context
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Graph-based analysis of semantic drift in Espresso-like bootstrapping algorithms
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
SenseClusters: finding clusters that represent word senses
HLT-NAACL--Demonstrations '04 Demonstration Papers at HLT-NAACL 2004
Evaluation of utility of LSA for word sense discrimination
NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
In Search of Semantic Compositionality in Vector Spaces
ICCS '09 Proceedings of the 17th International Conference on Conceptual Structures: Conceptual Structures: Leveraging Semantic Technologies
Vector-Based Unsupervised Word Sense Disambiguation for Large Number of Contexts
TSD '09 Proceedings of the 12th International Conference on Text, Speech and Dialogue
Boosting a Semantic Search Engine by Named Entities
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Leveraging Higher Order Dependencies between Features for Text Classification
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Identifying similar words and contexts in natural language with SenseClusters
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
Deriving a large scale taxonomy from Wikipedia
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Using language modeling to select useful annotation data
SRWS '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Student Research Workshop and Doctoral Consortium
Semeval-2007 task 02: evaluating word sense induction and discrimination systems
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
UOY: a hypergraph model for word sense induction & disambiguation
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
UPV-SI: word sense induction using self term expansion
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
SemEval-2010 task 2: cross-lingual lexical substitution
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
Extracting keyphrases to represent relations in social networks from web
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Unsupervised discrimination and labeling of ambiguous names
ACLstudent '05 Proceedings of the ACL Student Research Workshop
Extracting key phrases to disambiguate personal name queries in web search
CLIIR '06 Proceedings of the Workshop on How Can Computational Linguistics Improve Information Retrieval?
Unsupervised Word Sense Discrimination Improves Construction of the Wordnets
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
LD '06 Proceedings of the Workshop on Linguistic Distances
Comparison of similarity models for the relation discovery task
LD '06 Proceedings of the Workshop on Linguistic Distances
Graph-based generalized latent semantic analysis for document representation
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
Evaluating and optimizing the parameters of an unsupervised graph-based WSD algorithm
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
Context comparison as a minimum cost flow problem
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
Artificial Intelligence Review
Supporting inferences in semantic space: representing words as regions
IWCS-8 '09 Proceedings of the Eighth International Conference on Computational Semantics
Automatic Detection of Terminology Evolution
OTM '09 Proceedings of the Confederated International Workshops and Posters on On the Move to Meaningful Internet Systems: ADI, CAMS, EI2N, ISDE, IWSSA, MONET, OnToContent, ODIS, ORM, OTM Academy, SWWS, SEMELS, Beyond SAWSDL, and COMBEK 2009
A Robust Geometric Model for Argument Classification
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
Entity Resolution in Texts Using Statistical Learning and Ontologies
ASWC '09 Proceedings of the 4th Asian Conference on The Semantic Web
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Word space models of lexical variation
GEMS '09 Proceedings of the Workshop on Geometrical Models of Natural Language Semantics
Paraphrase assessment in structured vector space: exploring parameters and datasets
GEMS '09 Proceedings of the Workshop on Geometrical Models of Natural Language Semantics
Semantic density analysis: comparing word meaning across time and phonetic space
GEMS '09 Proceedings of the Workshop on Geometrical Models of Natural Language Semantics
Revising the wordnet domains hierarchy: semantics, coverage and balancing
MLR '04 Proceedings of the Workshop on Multilingual Linguistic Ressources
A higher order collective classifier for detecting andclassifying network events
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
Word independent context pair classification model for word sense disambiguation
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Semantic similarity measure of polish nouns based on linguistic features
BIS'07 Proceedings of the 10th international conference on Business information systems
A mathematical model for context and word-meaning
CONTEXT'03 Proceedings of the 4th international and interdisciplinary conference on Modeling and using context
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Selecting target word using contexonym comparison method
Proceedings of the 2007 conference on Human interface: Part I
SIGNUM: a graph algorithm for terminology extraction
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
Towards semi-automatic extraction of lexical semantics relations for Polish
International Journal of Intelligent Information and Database Systems
Using word sense discrimination on historic document collections
Proceedings of the 10th annual joint conference on Digital libraries
Automatic evaluation of topic coherence
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Multi-prototype vector-space models of word meaning
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Contextualizing semantic representations using syntactically enriched vector models
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Exemplar-based models for word meaning in context
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
A framework for figurative language detection based on sense differentiation
ACLstudent '10 Proceedings of the ACL 2010 Student Research Workshop
SemEval-2010 task 2: Cross-lingual lexical substitution
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
JAIST: Clustering and classification based approaches for Japanese WSD
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Classification of Dreams Using Machine Learning
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
From frequency to meaning: vector space models of semantics
Journal of Artificial Intelligence Research
What is word meaning, really?: (and how can distributional models help us describe it?)
GEMS '10 Proceedings of the 2010 Workshop on GEometrical Models of Natural Language Semantics
Semantic composition with quotient algebras
GEMS '10 Proceedings of the 2010 Workshop on GEometrical Models of Natural Language Semantics
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
Inducing word senses to improve web search result clustering
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Measuring distributional similarity in context
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
A mixture model with sharing for lexical semantics
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
The effect of different context representations on word sense discrimination in biomedical texts
Proceedings of the 1st ACM International Health Informatics Symposium
Automatic distractor generation for domain specific texts
IceTAL'10 Proceedings of the 7th international conference on Advances in natural language processing
Class-based approach to disambiguating levin verbs
Natural Language Engineering
The automatic identification of lexical variation between language varieties
Natural Language Engineering
Bell States and Negative Sentences in the Distributed Model of Meaning
Electronic Notes in Theoretical Computer Science (ENTCS)
Query expansion based on pseudo relevance feedback from definition clusters
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Topic models for meaning similarity in context
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
An ontology-based measure to compute semantic similarity in biomedicine
Journal of Biomedical Informatics
Measuring similarity of word meaning in context with lexical substitutes and translations
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
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
State of the art versus classical clustering for unsupervised word sense disambiguation
Artificial Intelligence Review
Taxonomy induction based on a collaboratively built knowledge repository
Artificial Intelligence
Is singular value decomposition useful for word similarity extraction?
Language Resources and Evaluation
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
Compositional expectation: a purely distributional model of compositional semantics
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
Probabilistic matrix factorization leveraging contexts for unsupervised relation extraction
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Nonparametric Bayesian word sense induction
TextGraphs-6 Proceedings of TextGraphs-6: Graph-based Methods for Natural Language Processing
TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue
Pure high-order word dependence mining via information geometry
ICTIR'11 Proceedings of the Third international conference on Advances in information retrieval theory
Clustering web search results with maximum spanning trees
AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
Structured learning for semantic role labeling
AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
DiSCo '11 Proceedings of the Workshop on Distributional Semantics and Compositionality
Similarity metrics within a point of view
QI'11 Proceedings of the 5th international conference on Quantum interaction
QI'11 Proceedings of the 5th international conference on Quantum interaction
Lexical ambiguity resolution for turkish in direct transfer machine translation models
ISCIS'06 Proceedings of the 21st international conference on Computer and Information Sciences
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Extracting key phrases to disambiguate personal names on the web
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
A context-theoretic framework for compositionality in distributional semantics
Computational Linguistics
Extracting relations in social networks from the web using similarity between collective contexts
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Name discrimination by clustering similar contexts
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Experimenting with transitive verbs in a DisCoCat
GEMS '11 Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics
Latent vector weighting for word meaning in context
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Structured lexical similarity via convolution kernels on dependency trees
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Experimental support for a categorical compositional distributional model of meaning
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
Word sense disambiguation by relative selection
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Unsupervised word categorization using self-organizing maps and automatically extracted morphs
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
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
Corpus-Driven hyponym acquisition for turkish language
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Space projections as distributional models for semantic composition
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Distributional models and lexical semantics in convolution kernels
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
AUTOMATIC ANNOTATION OF AMBIGUOUS PERSONAL NAMES ON THE WEB
Computational Intelligence
Adjective Sense Disambiguation at the Border Between Unsupervised and Knowledge-Based Techniques
Fundamenta Informaticae
Word sense disambiguation as an integer linear programming problem
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Word Sense Disambiguation by Machine Learning Approach: A Short Survey
Fundamenta Informaticae - Contagious Creativity - In Honor of the 80th Birthday of Professor Solomon Marcus
Word sense induction for novel sense detection
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Fundamenta Informaticae - Emergent Computing
Word Activation Forces: Distinctive Statistics Revealing Word Associations
Wireless Personal Communications: An International Journal
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
TakeLab: systems for measuring semantic text similarity
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
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: a supervised synergistic approach to semantic text similarity
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
Domain and function: a dual-space model of semantic relations and compositions
Journal of Artificial Intelligence Research
Looking at word meaning: an interactive visualization of semantic vector spaces for Dutch synsets
EACL 2012 Proceedings of the EACL 2012 Joint Workshop of LINGVIS & UNCLH
Evaluating unsupervised ensembles when applied to word sense induction
ACL '12 Proceedings of ACL 2012 Student Research Workshop
Verb classification using distributional similarity in syntactic and semantic structures
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Mining entity types from query logs via user intent modeling
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Improving word representations via global context and multiple word prototypes
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
A comparison of vector-based representations for semantic composition
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Semantic compositionality through recursive matrix-vector spaces
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Grounded models of semantic representation
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
The semantic GrowBag algorithm: automatically deriving categorization systems
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
Context similarity measure using Fuzzy Formal Concept Analysis
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Four methods for supervised word sense disambiguation
NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems
Vehicle defect discovery from social media
Decision Support Systems
A new clustering method for detecting rare senses of abbreviations in clinical notes
Journal of Biomedical Informatics
Collaboratively built semi-structured content and Artificial Intelligence: The story so far
Artificial Intelligence
Semantic-preservingword clouds by seam carving
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
Concept comparison engines: A new frontier of search
Decision Support Systems
Detection of semantic errors in Arabic texts
Artificial Intelligence
AOW '07 Proceedings of the Third Australasian Workshop on Advances in Ontologies - Volume 85
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
Mining pure high-order word associations via information geometry for information retrieval
ACM Transactions on Information Systems (TOIS)
Towards mobile language evolution exploitation
Multimedia Tools and Applications
What's buzzing in the blizzard of buzz? Automotive component isolation in social media postings
Decision Support Systems
Predicting part-of-speech tags and morpho-syntactic relations using similarity-based technique
SLSP'13 Proceedings of the First international conference on Statistical Language and Speech Processing
Evaluating Word Sense Induction and Disambiguation Methods
Language Resources and Evaluation
The cross-lingual lexical substitution task
Language Resources and Evaluation
Latent word context model for information retrieval
Information Retrieval
Unsupervised word sense disambiguation with N-gram features
Artificial Intelligence Review
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This paper presents context-group discrimination, a disambiguation algorithm based on clustering. Senses are interpreted as groups (or clusters) of similar contexts of the ambiguous word. Words, contexts, and senses are represented in Word Space, a high-dimensional, real-valued space in which closeness corresponds to semantic similarity. Similarity in Word Space is based on second-order co-occurrence: two tokens (or contexts) of the ambiguous word are assigned to the same sense cluster if the words they co-occur with in turn occur with similar words in a training corpus. The algorithm is automatic and unsupervised in both training and application: senses are induced from a corpus without labeled training instances or other external knowledge sources. The paper demonstrates good performance of context-group discrimination for a sample of natural and artificial ambiguous words.