The nature of statistical learning theory
The nature of statistical learning theory
A maximum entropy approach to natural language processing
Computational Linguistics
Wrappers for feature subset selection
Artificial Intelligence - Special issue on relevance
SIGDOC '86 Proceedings of the 5th annual international conference on Systems documentation
Contextual correlates of synonymy
Communications of the ACM
Placing search in context: the concept revisited
ACM Transactions on Information Systems (TOIS)
Automatic labeling of semantic roles
Computational Linguistics
A machine learning approach to coreference resolution of noun phrases
Computational Linguistics - Special issue on computational anaphora resolution
Verbs semantics and lexical selection
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
A model-theoretic coreference scoring scheme
MUC6 '95 Proceedings of the 6th conference on Message understanding
Evaluating WordNet-based Measures of Lexical Semantic Relatedness
Computational Linguistics
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
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
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
Automatic interpretation of noun compounds using wordnet similarity
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language 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
Using Wikipedia technology for topic maps design
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
Proceedings of the 16th international conference on World Wide Web
Mining Domain-Specific Thesauri from Wikipedia: A Case Study
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Geographic co-occurrence as a tool for gir.
Proceedings of the 4th ACM workshop on Geographical information retrieval
Wikify!: linking documents to encyclopedic knowledge
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Measuring article quality in wikipedia: models and evaluation
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Improving interaction with virtual globes through spatial thinking: helping users ask "why?"
Proceedings of the 13th international conference on Intelligent user interfaces
Enhancing text clustering by leveraging Wikipedia semantics
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Visual analysis of controversy in user-generated encyclopedias
Information Visualization - Special issue on visual analytics science and technology
Mining Large-Scale Knowledge Sources for Case Adaptation Knowledge
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Assessing Classification Accuracy in the Revision Stage of a CBR Spam Filtering System
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Overview of INEX 2007 Link the Wiki Track
Focused Access to XML Documents
Web-Based Measure of Semantic Relatedness
WISE '08 Proceedings of the 9th international conference on Web Information Systems Engineering
Lexical and Semantic Resources for NLP: From Words to Meanings
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
Accuracy estimate and optimization techniques for SimRank computation
Proceedings of the VLDB Endowment
Local approximation of pagerank and reverse pagerank
Proceedings of the 17th ACM conference on Information and knowledge management
Association thesaurus construction methods based on link co-occurrence analysis for wikipedia
Proceedings of the 17th ACM conference on Information and knowledge management
Semantic Relatedness Measure Using Object Properties in an Ontology
ISWC '08 Proceedings of the 7th International Conference on The Semantic Web
Catriple: Extracting Triples from Wikipedia Categories
ASWC '08 Proceedings of the 3rd Asian Semantic Web Conference on The Semantic Web
Concept vector extraction from Wikipedia category network
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
What's in Wikipedia?: mapping topics and conflict using socially annotated category structure
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Understanding user's query intent with wikipedia
Proceedings of the 18th international conference on World wide web
Extracting key terms from noisy and multitheme documents
Proceedings of the 18th international conference on World wide web
Quality Evaluation of Search Results by Typicality and Speciality of Terms Extracted from Wikipedia
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Identifying document topics using the Wikipedia category network
Web Intelligence and Agent Systems
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
Information Extraction and Semantic Annotation of Wikipedia
Proceedings of the 2008 conference on Ontology Learning and Population: Bridging the Gap between Text and Knowledge
Using web-search results to measure word-group similarity
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Finding word substitutions using a distributional similarity baseline and immediate context overlap
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
A generalized vector space model for text retrieval based on semantic relatedness
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
Extending the entity-grid coherence model to semantically related entities
ENLG '07 Proceedings of the Eleventh European Workshop on Natural Language Generation
Co-occurrence contexts for noun compound interpretation
MWE '07 Proceedings of the Workshop on a Broader Perspective on Multiword Expressions
Sentence fusion via dependency graph compression
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Comparing Wikipedia and German wordnet by evaluating semantic relatedness on multiple datasets
NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
International Journal of Human-Computer Studies
Relation extraction from wikipedia using subtree mining
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Deriving a large scale taxonomy from Wikipedia
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
A study on similarity and relatedness using distributional and WordNet-based approaches
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Knowledge derived from wikipedia for computing semantic relatedness
Journal of Artificial Intelligence Research
Wikipedia-based semantic interpretation for natural language processing
Journal of Artificial Intelligence Research
Computing semantic relatedness using Wikipedia-based explicit semantic analysis
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
A Web-Based Relatedness Measure by Conditional Query
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
The shared corpora working group report
LAW '07 Proceedings of the Linguistic Annotation Workshop
Named entity disambiguation by leveraging wikipedia semantic knowledge
Proceedings of the 18th ACM conference on Information and knowledge management
Wikispeedia: an online game for inferring semantic distances between concepts
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
A semantic relatedness metric based on free link structure
IWCS-8 '09 Proceedings of the Eighth International Conference on Computational Semantics
OTM '09 Proceedings of the Confederated International Conferences, CoopIS, DOA, IS, and ODBASE 2009 on On the Move to Meaningful Internet Systems: Part II
Semantic Relation between Words with the Web as Information Source
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Cross-lingual semantic relatedness using encyclopedic knowledge
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
A study on the semantic relatedness of query and document terms in information retrieval
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
A novel approach to automatic gazetteer generation using Wikipedia
People's Web '09 Proceedings of the 2009 Workshop on The People's Web Meets NLP: Collaboratively Constructed Semantic Resources
Using the Wiktionary graph structure for synonym detection
People's Web '09 Proceedings of the 2009 Workshop on The People's Web Meets NLP: Collaboratively Constructed Semantic Resources
WikiWalk: random walks on Wikipedia for semantic relatedness
TextGraphs-4 Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing
Accuracy estimate and optimization techniques for SimRank computation
The VLDB Journal — The International Journal on Very Large Data Bases
Automatic word sense disambiguation based on document networks
Programming and Computing Software
Wisdom of crowds versus wisdom of linguists – measuring the semantic relatedness of words
Natural Language Engineering
Wikipedia mining for an association web thesaurus construction
WISE'07 Proceedings of the 8th international conference on Web information systems engineering
Improving complex interactive question answering with Wikipedia anchor text
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Large-scale cross-media retrieval of WikipediaMM images with textual and visual query expansion
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Spatiotemporal mapping of Wikipedia concepts
Proceedings of the 10th annual joint conference on Digital libraries
A new semantic similarity measuring method based on web search engines
WSEAS Transactions on Computers
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
HLT-SRWS '10 Proceedings of the NAACL HLT 2010 Student Research Workshop
Structural semantic relatedness: a knowledge-based method to named entity disambiguation
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
Automatic free-text-tagging of online news archives
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Text relatedness based on a word thesaurus
Journal of Artificial Intelligence Research
Automatically acquiring a semantic network of related concepts
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Entity classification by bag of Wikipedia articles
PIKM '10 Proceedings of the 3rd workshop on Ph.D. students in information and knowledge management
Adapting recommender systems to the requirements of personal health record systems
Proceedings of the 1st ACM International Health Informatics Symposium
Multimodal image retrieval over a large database
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Extended explicit semantic analysis for calculating semantic relatedness of web resources
EC-TEL'10 Proceedings of the 5th European conference on Technology enhanced learning conference on Sustaining TEL: from innovation to learning and practice
Knowledge-based sense disambiguation (almost) for all structures
Information Systems
Word sense disambiguation methods
Programming and Computing Software
Organizing and browsing image search results based on conceptual and visual similarities
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
A semantic network approach to measuring relatedness
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Search with synonyms: problems and solutions
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Authoring technical documents for effective retrieval
EKAW'10 Proceedings of the 17th international conference on Knowledge engineering and management by the masses
A word at a time: computing word relatedness using temporal semantic analysis
Proceedings of the 20th international conference on World wide web
Adaptable term weighting framework for text classification
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Combining heterogeneous knowledge resources for improved distributional semantic models
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Social media driven image retrieval
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Taxonomy induction based on a collaboratively built knowledge repository
Artificial Intelligence
Semantic similarity in heterogeneous ontologies
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Are semantically related links more effective for retrieval?
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Enhancing deniability against query-logs
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
A generalized method for word sense disambiguation based on wikipedia
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Concept disambiguation exploiting semantic databases
Proceedings of the International Workshop on Semantic Web Information Management
Ontology augmentation: combining semantic web and text resources
Proceedings of the sixth international conference on Knowledge capture
A speech-based just-in-time retrieval system using semantic search
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations
Local and global algorithms for disambiguation to Wikipedia
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Edge dependent pathway scoring for calculating semantic similarity in ConceptNet
IWCS '11 Proceedings of the Ninth International Conference on Computational Semantics
Semantic relatedness from automatically generated semantic networks
IWCS '11 Proceedings of the Ninth International Conference on Computational Semantics
Collective entity linking in web text: a graph-based method
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Grammatical dependency-based relations for term weighting in text classification
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Discovering context: classifying tweets through a semantic transform based on wikipedia
FAC'11 Proceedings of the 6th international conference on Foundations of augmented cognition: directing the future of adaptive systems
Using a Wikipedia-based semantic relatedness measure for document clustering
TextGraphs-6 Proceedings of TextGraphs-6: Graph-based Methods for Natural Language Processing
Text classification for data loss prevention
PETS'11 Proceedings of the 11th international conference on Privacy enhancing technologies
Semantic relatedness for named entity disambiguation using a small wikipedia
TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue
Cross-lingual recommendations in a resource-based learning scenario
EC-TEL'11 Proceedings of the 6th European conference on Technology enhanced learning: towards ubiquitous learning
Conceptual Indexing of Documents Using Wikipedia
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Discovering Relevant Topics Using DBPedia: Providing Non-obvious Recommendations
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Linked-data based suggestion of relevant topics
Proceedings of the 7th International Conference on Semantic Systems
Harnessing different knowledge sources to measure semantic relatedness under a uniform model
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Lexical co-occurrence, statistical significance, and word association
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Acquiring thesauri from wikis by exploiting domain models and lexical substitution
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
Taxonomic semantic indexing for textual case-based reasoning
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Capability modeling of knowledge-based agents for commonsense knowledge integration
PRIMA'11 Proceedings of the 14th international conference on Agents in Principle, Agents in Practice
Leveraging different meronym discovery methods for bridging resolution in french
DAARC'11 Proceedings of the 8th international conference on Anaphora Processing and Applications
Learning causality for news events prediction
Proceedings of the 21st international conference on World Wide Web
Named entity disambiguation based on explicit semantics
SOFSEM'12 Proceedings of the 38th international conference on Current Trends in Theory and Practice of Computer Science
APWeb'12 Proceedings of the 14th international conference on Web Technologies and Applications
Extracting difference information from multilingual wikipedia
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Classification of short texts by deploying topical annotations
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Semantic relationship discovery with wikipedia structure
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Short text classification improved by learning multi-granularity topics
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
A wikipedia based semantic graph model for topic tracking in blogosphere
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
EachWiki: Facilitating Wiki Authoring by Annotation Suggestion
ACM Transactions on Intelligent Systems and Technology (TIST)
Learning a concept-based document similarity measure
Journal of the American Society for Information Science and Technology
Finding co-solvers on twitter, with a little help from linked data
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Explanatory semantic relatedness and explicit spatialization for exploratory search
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
JIST'11 Proceedings of the 2011 joint international conference on The Semantic Web
Extending the entity-based coherence model with multiple ranks
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
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
Learning-based multi-sieve co-reference resolution with knowledge
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
EAGER: extending automatically gazetteers for entity recognition
Proceedings of the 3rd Workshop on the People's Web Meets NLP: Collaboratively Constructed Semantic Resources and their Applications to NLP
Enhancing relation extraction by eliciting selectional constraint features from wikipedia
NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems
Incorporating word correlation into tag-topic model for semantic knowledge acquisition
Proceedings of the 21st ACM international conference on Information and knowledge management
Computing similarity between items in a digital library of cultural heritage
Journal on Computing and Cultural Heritage (JOCCH)
Harnessing wikipedia semantics for computing contextual relatedness
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Collaboratively built semi-structured content and Artificial Intelligence: The story so far
Artificial Intelligence
Exploiting the category structure of Wikipedia for entity ranking
Artificial Intelligence
Automated query learning with Wikipedia and genetic programming
Artificial Intelligence
Learning multilingual named entity recognition from Wikipedia
Artificial Intelligence
Computing text semantic relatedness using the contents and links of a hypertext encyclopedia
Artificial Intelligence
Wikipedia-based WSD for multilingual frame annotation
Artificial Intelligence
Good quality complementary information for multilingual wikipedia
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Knowledge-intensive word disambiguation via common-sense and wikipedia
SBIA'12 Proceedings of the 21st Brazilian conference on Advances in Artificial Intelligence
Extracting lack of information on Wikipedia by comparing multilingual articles
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Wiki3C: exploiting wikipedia for context-aware concept categorization
Proceedings of the sixth ACM international conference on Web search and data mining
Learning to predict from textual data
Journal of Artificial Intelligence Research
Computing Semantic Relatedness Based on Search Result Analysis
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Location Comparison through Geographical Topics
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
A new term ranking method based on relation extraction and graph model for text classification
ACSC '11 Proceedings of the Thirty-Fourth Australasian Computer Science Conference - Volume 113
Evaluating the results of methods for computing semantic relatedness
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Discovering filter keywords for company name disambiguation in twitter
Expert Systems with Applications: An International Journal
Computing semantic relatedness using word frequency and layout information of Wikipedia
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Finding relevant missing references in learning courses
Proceedings of the 22nd international conference on World Wide Web companion
RESLVE: leveraging user interest to improve entity disambiguation on short text
Proceedings of the 22nd international conference on World Wide Web companion
Automatic keyphrase annotation of scientific documents using Wikipedia and genetic algorithms
Journal of Information Science
Extracting Knowledge from Wikipedia Articles through Distributed Semantic Analysis
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
Improved concept-based query expansion using Wikipedia
International Journal of Communication Networks and Distributed Systems
CIDER: Concept-based image diversification, exploration, and retrieval
Information Processing and Management: an International Journal
Wikification via link co-occurrence
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Extracting semantic knowledge from Wikipedia category names
Proceedings of the 2013 workshop on Automated knowledge base construction
Recall oriented search on the web using semantic annotations
Proceedings of the sixth international workshop on Exploiting semantic annotations in information retrieval
Extracting complementary information from Wikipedia articles of different languages
International Journal of Business Intelligence and Data Mining
Improving semi-supervised text classification by using wikipedia knowledge
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
A query scrambler for search privacy on the internet
Information Retrieval
Journal of Information Science
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Wikipedia provides a knowledge base for computing word relatedness in a more structured fashion than a search engine and with more coverage than WordNet. In this work we present experiments on using Wikipedia for computing semantic relatedness and compare it to WordNet on various benchmarking datasets. Existing relatedness measures perform better using Wikipedia than a baseline given by Google counts, and we show that Wikipedia outperforms WordNet when applied to the largest available dataset designed for that purpose. The best results on this dataset are obtained by integrating Google, WordNet and Wikipedia based measures. We also show that including Wikipedia improves the performance of an NLP application processing naturally occurring texts.