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
Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
Evaluating ontological decisions with OntoClean
Communications of the ACM - Ontology: different ways of representing the same concept
Introduction to the special issue on word sense disambiguation: the state of the art
Computational Linguistics - Special issue on word sense disambiguation
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
Word-sense disambiguation using statistical models of Roget's categories trained on large corpora
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
HLT '91 Proceedings of the workshop on Speech and Natural Language
Using a semantic concordance for sense identification
HLT '94 Proceedings of the workshop on Human Language Technology
Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites
Computational Linguistics
Finding predominant word senses in untagged text
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Using information content to evaluate semantic similarity in a taxonomy
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Consistent Validation of Manual and Automatic Sense Annotations with the Aid of Semantic Graphs
Computational Linguistics
A Taxonomy Learning Method and Its Application to Characterize a Scientific Web Community
IEEE Transactions on Knowledge and Data Engineering
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
Valido: a visual tool for validating sense annotations
COLING-ACL '06 Proceedings of the COLING/ACL on Interactive presentation sessions
Wikify!: linking documents to encyclopedic knowledge
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
International Journal of Data Mining and Bioinformatics
The JIGSAW Algorithm for Word Sense Disambiguation and Semantic Indexing of Documents
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
Discovering User Profiles from Semantically Indexed Scientific Papers
From Web to Social Web: Discovering and Deploying User and Content Profiles
Word sense disambiguation: A survey
ACM Computing Surveys (CSUR)
Annotating Documents by Wikipedia Concepts
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
International Journal of Data Mining and Bioinformatics
A structural approach to the automatic adjudication of word sense disagreements
Natural Language Engineering
Word Sense Disambiguation for XML Structure Feature Generation
ESWC 2009 Heraklion Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications
From Glossaries to Ontologies: Extracting Semantic Structure from Textual Definitions
Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
Acquiring knowledge from the web to be used as selectors for noun sense disambiguation
CoNLL '08 Proceedings of the Twelfth Conference on Computational Natural Language Learning
KnowNet: building a large net of knowledge from the web
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Measuring topic homogeneity and its application to dictionary-based word sense disambiguation
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Using web-search results to measure word-group similarity
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Online word sense disambiguation with structural semantic interconnections
EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Posters & Demonstrations
Personalizing PageRank for word sense disambiguation
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
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
Two graph-based algorithms for state-of-the-art WSD
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Omiotis: A Thesaurus-Based Measure of Text Relatedness
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
A fully unsupervised word sense disambiguation method using dependency knowledge
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
SemEval-2007 task 07: coarse-grained English all-words task
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Using web selectors for the disambiguation of all words
DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
Graph connectivity measures for unsupervised word sense disambiguation
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Semantic indexing of a competence map to support scientific collaboration in a research community
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
STEP '08 Proceedings of the 2008 Conference on Semantics in Text Processing
KnowNet: a proposal for building highly connected and dense knowledge bases from the web
STEP '08 Proceedings of the 2008 Conference on Semantics in Text Processing
Context comparison as a minimum cost flow problem
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
Semantic clustering of XML documents
ACM Transactions on Information Systems (TOIS)
Projecting parameters for multilingual word sense disambiguation
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Random walks for text semantic similarity
TextGraphs-4 Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing
A graph-theoretic framework for semantic distance
Computational Linguistics
A semantic web-based approach for personalizing news
Proceedings of the 2010 ACM Symposium on Applied Computing
Evaluating the semantic web: a task-based approach
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
A semantics-enhanced language model for unsupervised word sense disambiguation
CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
Knowledge-rich Word Sense Disambiguation rivaling supervised systems
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
TreeMatch: A fully unsupervised WSD system using dependency knowledge on a specific domain
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Improving summarization of biomedical documents using word sense disambiguation
BioNLP '10 Proceedings of the 2010 Workshop on Biomedical Natural Language Processing
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
Knowledge-based sense disambiguation (almost) for all structures
Information Systems
SPEED: a semantics-based pipeline for economic event detection
ER'10 Proceedings of the 29th international conference on Conceptual modeling
Word sense disambiguation-based sentence similarity
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Journal of Biomedical Informatics
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
Context constraint disambiguation of word semantics by field association schemes
Information Processing and Management: an International Journal
Word sense disambiguation: a graph-based approach using N-Cliques partitioning technique
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Detecting economic events using a semantics-based pipeline
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part I
Polarity analysis of texts using discourse structure
Proceedings of the 20th ACM international conference on Information and knowledge management
A Survey of Automatic Query Expansion in Information Retrieval
ACM Computing Surveys (CSUR)
Ontology-driven automatic entity disambiguation in unstructured text
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Ontology enrichment through automatic semantic annotation of on-line glossaries
EKAW'06 Proceedings of the 15th international conference on Managing Knowledge in a World of Networks
ACM Transactions on Speech and Language Processing (TSLP)
Introducing semantics in web personalization: the role of ontologies
EWMF'05/KDO'05 Proceedings of the 2005 joint international conference on Semantics, Web and Mining
LINDEN: linking named entities with knowledge base via semantic knowledge
Proceedings of the 21st international conference on World Wide Web
A framework for automatic web service discovery based on semantics and NLP techniques
Advances in Multimedia - Special issue on Web Services in Multimedia Communication
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
Web query disambiguation using PageRank
Journal of the American Society for Information Science and Technology
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
The CQC algorithm: cycling in graphs to semantically enrich and enhance a bilingual dictionary
Journal of Artificial Intelligence Research
Exploring dictionary-based semantic relatedness in labeled tree data
Information Sciences: an International Journal
Financial events recognition in web news for algorithmic trading
ER'12 Proceedings of the 2012 international conference on Advances in Conceptual Modeling
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
Semantic Web service discovery using natural language processing techniques
Expert Systems with Applications: An International Journal
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
Word sense disambiguation as a traveling salesman problem
Artificial Intelligence Review
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Word Sense Disambiguation (WSD) is traditionally considered an AI-hard problem. A break-through in this field would have a significant impact on many relevant Web-based applications, such as Web information retrieval, improved access to Web services, information extraction, etc. Early approaches to WSD, based on knowledge representation techniques, have been replaced in the past few years by more robust machine learning and statistical techniques. The results of recent comparative evaluations of WSD systems, however, show that these methods have inherent limitations. On the other hand, the increasing availability of large-scale, rich lexical knowledge resources seems to provide new challenges to knowledge-based approaches. In this paper, we present a method, called structural semantic interconnections (SSI), which creates structural specifications of the possible senses for each word in a context and selects the best hypothesis according to a grammar G, describing relations between sense specifications. Sense specifications are created from several available lexical resources that we integrated in part manually, in part with the help of automatic procedures. The SSI algorithm has been applied to different semantic disambiguation problems, like automatic ontology population, disambiguation of sentences in generic texts, disambiguation of words in glossary definitions. Evaluation experiments have been performed on specific knowledge domains (e.g., tourism, computer networks, enterprise interoperability), as well as on standard disambiguation test sets.