An Information-Theoretic Definition of Similarity
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
An Adapted Lesk Algorithm for Word Sense Disambiguation Using WordNet
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
Learning cross-document structural relationships using boosting
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Verbs semantics and lexical selection
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Word sense disambiguation within a multilingual framework
Word sense disambiguation within a multilingual framework
An empirical model of multiword expression decomposability
MWE '03 Proceedings of the ACL 2003 workshop on Multiword expressions: analysis, acquisition and treatment - Volume 18
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
Using measures of semantic relatedness for word sense disambiguation
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Exploiting semantic role labeling, WordNet and Wikipedia for coreference resolution
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
SenseRelate::TargetWord: a generalized framework for word sense disambiguation
ACLdemo '05 Proceedings of the ACL 2005 on Interactive poster and demonstration sessions
Passwords decay, words endure: secure and re-usable multiple password mnemonics
Proceedings of the 2007 ACM symposium on Applied computing
Dependency-Based Construction of Semantic Space Models
Computational Linguistics
ACM Transactions on Asian Language Information Processing (TALIP)
Web-based information content and its application to concept-based video retrieval
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
An API for measuring the relatedness of words in Wikipedia
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
WordNet-based semantic relatedness measures in automatic speech recognition for meetings
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
A generic framework for comparing semantic similarities on a subsumption hierarchy
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
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
Unsupervised information extraction approach using graph mutual reinforcement
EMNLP '06 Proceedings of the 2006 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
Measuring semantic relatedness using people and WordNet
NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
NAACL-Demonstrations '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Demonstration Session
UMND1: unsupervised word sense disambiguation using contextual semantic relatedness
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Refining the most frequent sense baseline
DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
Using web selectors for the disambiguation of all words
DEW '09 Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions
Knowledge derived from wikipedia for computing semantic relatedness
Journal of Artificial Intelligence Research
A machine learning approach to textual entailment recognition
Natural Language Engineering
Gaiku: generating Haiku with word associations norms
CALC '09 Proceedings of the Workshop on Computational Approaches to Linguistic Creativity
Graph based semi-supervised approach for information extraction
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
Similarity between pairs of co-indexed trees for textual entailment recognition
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
Inference of lexical ontologies. The LeOnI methodology
Artificial Intelligence
Towards Extensible Textual Entailment Engines: The EDITS Package
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
Web image interpretation: semi-supervised mining annotated words
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Measuring semantic relatedness with vector space models and random walks
TextGraphs-4 Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing
Automatically identifying the source words of lexical blends in english
Computational Linguistics
Information content measures of semantic similarity perform better without sense-tagged text
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Syntactic/semantic structures for textual entailment recognition
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
IIITH: Domain specific word sense disambiguation
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
WordNet based features for predicting brain activity associated with meanings of nouns
CN '10 Proceedings of the NAACL HLT 2010 First Workshop on Computational Neurolinguistics
Towards an inventory of English verb argument constructions
EUCCL '10 Proceedings of the NAACL HLT Workshop on Extracting and Using Constructions in Computational Linguistics
SLPAT '10 Proceedings of the NAACL HLT 2010 Workshop on Speech and Language Processing for Assistive Technologies
Context comparison of bursty events in web search and online media
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
ADMI'10 Proceedings of the 6th international conference on Agents and data mining interaction
Video summarization with visual and semantic features
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
One-shot learning of object categories using dependent Gaussian processes
Proceedings of the 32nd DAGM conference on Pattern recognition
Cross-media entity recognition in nearly parallel visual and textual documents
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Indexing low frequency information for question answering
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
Context-aware replacement operations for data cleaning
Proceedings of the 2011 ACM Symposium on Applied Computing
PalimPost: information convergence using sticky notes
Proceedings of the Second International Workshop on Web of Things
Fuzzy ontology building and integration for fuzzy inference systems inweather forecast domain
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I
Comparative news summarization using linear programming
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
A context-aware reputation-based model of trust for open multi-agent environments
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
Simultaneous similarity learning and feature-weight learning for document clustering
TextGraphs-6 Proceedings of TextGraphs-6: Graph-based Methods for Natural Language Processing
A fuzzy declarative approach for classifying unlabeled short texts using thesauri
WILF'11 Proceedings of the 9th international conference on Fuzzy logic and applications
Automatic refinement of keyword annotations for web image search
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Robust sense-based sentiment classification
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Learning to fuse disparate sentences
MTTG '11 Proceedings of the Workshop on Monolingual Text-To-Text Generation
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Generating model-based test cases from natural language requirements for space application software
Software Quality Control
Measuring the impact of sense similarity on word sense induction
EMNLP '11 Proceedings of the First Workshop on Unsupervised Learning in NLP
GEMS '11 Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics
Modeling web navigation: methods and challenges
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Linguistic redundancy in Twitter
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Refining the notions of depth and density in WordNet-based semantic similarity measures
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
Harnessing WordNet senses for supervised sentiment classification
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
A WSDL structure based approach for semantic categorization of web service elements
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
A web-based novel term similarity framework for ontology learning
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Journal of Cognitive Neuroscience
Multi-term web query expansion using wordnet
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Lexical chains using distributional measures of concept distance
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Discovering non-taxonomic relations from the web
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
BabelNetXplorer: a platform for multilingual lexical knowledge base access and exploration
Proceedings of the 21st international conference companion on World Wide Web
Measuring semantic similarity between words by removing noise and redundancy in web snippets
Concurrency and Computation: Practice & Experience
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
Local neighbor enrichment for ontology integration
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
Fine-grained topic detection in news search results
Proceedings of the 27th Annual ACM Symposium on Applied Computing
An ontology-based mechanism for automatic categorization of web services
Concurrency and Computation: Practice & Experience
Ontology learning from text: A look back and into the future
ACM Computing Surveys (CSUR)
Efficient Graph Kernels for Textual Entailment Recognition
Fundamenta Informaticae - RCRA 2009 Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion
Semantically-grounded construction of centroids for datasets with textual attributes
Knowledge-Based Systems
Using ontology-based approaches to representing speech transcripts for automated speech scoring
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop
Sentence clustering via projection over term clusters
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
Soft cardinality: a parameterized similarity function for text comparison
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
Penn: using word similarities to better estimate sentence 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
Soft cardinality + ML: learning adaptive similarity functions for cross-lingual textual entailment
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
Semantic similarity measures applied to an ontology for human-like interaction
Journal of Artificial Intelligence Research
A study of hybrid similarity measures for semantic relation extraction
HYBRID '12 Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data
Using an ontology for improved automated content scoring of spontaneous non-native speech
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
Multilingual WSD with just a few lines of code: the BabelNet API
ACL '12 Proceedings of the ACL 2012 System Demonstrations
Learning the latent semantics of a concept from its definition
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Aligning predicates across monolingual comparable texts using graph-based clustering
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Why question answering using sentiment analysis and word classes
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Experimenting a "General purpose" textual entailment learner in AVE
CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
Efficient extraction of ontologies from domain specific text corpora
Proceedings of the 21st ACM international conference on Information and knowledge management
Investigating the semantics of frame elements
EKAW'12 Proceedings of the 18th international conference on Knowledge Engineering and Knowledge Management
The similarity jury: combining expert judgements on geographic concepts
ER'12 Proceedings of the 2012 international conference on Advances in Conceptual Modeling
Proceedings of the Seventh International Workshop on Variability Modelling of Software-intensive Systems
Multimedia Tools and Applications
Semantic web services discovery based on I/O parameter relations
International Journal of Web and Grid Services
An ontology-driven framework towards building enterprise semantic information layer
Advanced Engineering Informatics
Pursuing artificial general intelligence by leveraging the knowledge capabilities of ACT-R
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Semantic question answering system over linked data using relational patterns
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Customer review summarization approach using Twitter and SentiWordNet
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Process of concept alignment for interoperability between heterogeneous sources
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Paraphrase acquisition via crowdsourcing and machine learning
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
Topic hierarchy construction for the organization of multi-source user generated contents
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Extracting semantic knowledge from Wikipedia category names
Proceedings of the 2013 workshop on Automated knowledge base construction
Pharaoh: Context-Based Structural Retrieval of Cognitive Scripts
International Journal of Information Retrieval Research
CASCON '13 Proceedings of the 2013 Conference of the Center for Advanced Studies on Collaborative Research
Ranking in heterogeneous social media
Proceedings of the 7th ACM international conference on Web search and data mining
The ontological key: automatically understanding and integrating forms to access the deep Web
The VLDB Journal — The International Journal on Very Large Data Bases
The emergence of semantic meaning in the ventral temporal pathway
Journal of Cognitive Neuroscience
Topic segmentation and labeling in asynchronous conversations
Journal of Artificial Intelligence Research
Modelling and exploring historical records to facilitate service composition
International Journal of Web and Grid Services
Revisiting Cross-document Structure Theory for multi-document discourse parsing
Information Processing and Management: an International Journal
Pattern-based core word recognition to support ontology matching
International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers of KES2012-Part 2 of 2
A fuzzy-oriented sentic analysis to capture the human emotion in Web-based content
Knowledge-Based Systems
Bridging the gap between service description models in service matchmaking
Multiagent and Grid Systems - Development of service-based and agent-based computing systems
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WordNet::Similarity is a freely available software package that makes it possible to measure the semantic similarity and relatedness between a pair of concepts (or synsets). It provides six measures of similarity, and three measures of relatedness, all of which are based on the lexical database WordNet. These measures are implemented as Perl modules which take as input two concepts, and return a numeric value that represents the degree to which they are similar or related.