Context based spelling correction
Information Processing and Management: an International Journal
CYC: a large-scale investment in knowledge infrastructure
Communications of the ACM
Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
Contextual correlates of synonymy
Communications of the ACM
Placing search in context: the concept revisited
ACM Transactions on Information Systems (TOIS)
Spinning the Semantic Web: Bringing the World Wide Web to Its Full Potential
Spinning the Semantic Web: Bringing the World Wide Web to Its Full Potential
Domain-Specific Keyphrase Extraction
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
EZ.WordNet: Principles for Automatic Generation of a Coarse Grained WordNet
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference
Topic-Sensitive PageRank: A Context-Sensitive Ranking Algorithm for Web Search
IEEE Transactions on Knowledge and Data Engineering
A machine learning approach to coreference resolution of noun phrases
Computational Linguistics - Special issue on computational anaphora resolution
Introduction to the special issue on evaluating word sense disambiguation systems
Natural Language Engineering
A survey on the use of relevance feedback for information access systems
The Knowledge Engineering Review
Studying cooperation and conflict between authors with history flow visualizations
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Automatic acquisition of hyponyms from large text corpora
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
Communications of the ACM - The semantic e-business vision
Proceedings of the 15th international conference on World Wide Web
ACM SIGIR Forum
Combining linguistic and statistical analysis to extract relations from web documents
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Resource analysis for question answering
ACLdemo '04 Proceedings of the ACL 2004 on Interactive poster and demonstration sessions
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
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
He says, she says: conflict and coordination in Wikipedia
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Yago: a core of semantic knowledge
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
Identifying Document Topics Using the Wikipedia Category Network
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
A Thesaurus Construction Method from Large ScaleWeb Dictionaries
AINA '07 Proceedings of the 21st International Conference on Advanced Networking and Applications
Talk Before You Type: Coordination in Wikipedia
HICSS '07 Proceedings of the 40th Annual Hawaii International Conference on System Sciences
The Google Similarity Distance
IEEE Transactions on Knowledge and Data Engineering
Clustering short texts using wikipedia
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Improving weak ad-hoc queries using wikipedia asexternal corpus
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Cooperation and quality in wikipedia
Proceedings of the 2007 international symposium on Wikis
Geographic co-occurrence as a tool for gir.
Proceedings of the 4th ACM workshop on Geographical information retrieval
A comparison of methods for the automatic identification of locations in wikipedia
Proceedings of the 4th ACM workshop on Geographical information retrieval
Autonomously semantifying wikipedia
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Wikify!: linking documents to encyclopedic knowledge
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
A knowledge-based search engine powered by wikipedia
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Ranking very many typed entities on wikipedia
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Web Semantics: Science, Services and Agents on the World Wide Web
Semantic Convergence of Wikipedia Articles
WI '07 Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence
WI '07 Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence
Boosting Inductive Transfer for Text Classification Using Wikipedia
ICMLA '07 Proceedings of the Sixth International Conference on Machine Learning and Applications
Wikipedia-Based Kernels for Text Categorization
SYNASC '07 Proceedings of the Ninth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing
Proceedings of the 2008 ACM symposium on Applied computing
Automatically refining the wikipedia infobox ontology
Proceedings of the 17th international conference on World Wide Web
Wikipedia Mining for Huge Scale Japanese Association Thesaurus Construction
AINAW '08 Proceedings of the 22nd International Conference on Advanced Information Networking and Applications - Workshops
Information extraction from Wikipedia: moving down the long tail
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Overview of the WiQA Task at CLEF 2006
Evaluation of Multilingual and Multi-modal Information Retrieval
Improving Text Classification by Using Encyclopedia Knowledge
ICDM '07 Proceedings of the 2007 Seventh IEEE International Conference on Data Mining
Learning to link with wikipedia
Proceedings of the 17th ACM conference on Information and knowledge management
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
Learning to rank definitions to generate quizzes for interactive information presentation
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
Linking Educational Materials to Encyclopedic Knowledge
Proceedings of the 2007 conference on Artificial Intelligence in Education: Building Technology Rich Learning Contexts That Work
The QuALiM question answering demo: supplementing answers with paragraphs drawn from Wikipedia
HLT-Demonstrations '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Demo Session
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
WikiRelate! computing semantic relatedness using wikipedia
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
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
Relation extraction from wikipedia using subtree mining
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Finding related pages using Green measures: an illustration with Wikipedia
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
Concept-based feature generation and selection for information retrieval
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Decoding wikipedia categories for knowledge acquisition
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Knowledge derived from wikipedia for computing semantic relatedness
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
Open information extraction from the web
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Web corpus mining by instance of Wikipedia
WAC '06 Proceedings of the 2nd International Workshop on Web as Corpus
Ontologies on the Semantic Web
Annual Review of Information Science and Technology
PORE: positive-only relation extraction from wikipedia text
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
DBpedia: a nucleus for a web of open data
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Distinguishing between instances and classes in the wikipedia taxonomy
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
A Wikipedia-based multilingual retrieval model
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
An approach for extracting bilingual terminology from Wikipedia
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Extracting trust from domain analysis: a case study on the wikipedia project
ATC'06 Proceedings of the Third international conference on Autonomic and Trusted Computing
NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems
A bag-of-words based ranking method for the wikipedia question answering task
CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
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
Applying wikipedia's multilingual knowledge to cross-lingual question answering
NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems
Exploiting time-based synonyms in searching document archives
Proceedings of the 10th annual joint conference on Digital libraries
Spatiotemporal mapping of Wikipedia concepts
Proceedings of the 10th annual joint conference on Digital libraries
BabelNet: building a very large multilingual semantic network
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
WikiPop: personalized event detection system based on Wikipedia page view statistics
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Adapting recommender systems to the requirements of personal health record systems
Proceedings of the 1st ACM International Health Informatics Symposium
Exploring the semantics behind a collection to improve automated image annotation
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Cross-language information retrieval using meta-language index construction and structural queries
CLEF'09 Proceedings of the 10th cross-language evaluation forum conference on Multilingual information access evaluation: text retrieval experiments
Semantic QA for encyclopaedic questions: EQUAL in GikiCLEF
CLEF'09 Proceedings of the 10th cross-language evaluation forum conference on Multilingual information access evaluation: text retrieval experiments
Extracting meronymy relationships from domain-specific, textual corporate databases
NLDB'10 Proceedings of the Natural language processing and information systems, and 15th international conference on Applications of natural language to information systems
Exploring Wikipedia and text features for named entity disambiguation
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Exploiting relation extraction for ontology alignment
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part II
Wikipedia revision toolkit: efficiently accessing Wikipedia's edit history
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations
Knowledge base population: successful approaches and challenges
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Automatic acquisition of taxonomies in different languages from multiple Wikipedia versions
i-KNOW '11 Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies
Extracting explicit and implicit causal relations from sparse, domain-specific texts
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Encyclopedic knowledge patterns from wikipedia links
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
Statistical source expansion for question answering
Proceedings of the 20th ACM international conference on Information and knowledge management
Advertising Keywords Recommendation for Short-Text Web Pages Using Wikipedia
ACM Transactions on Intelligent Systems and Technology (TIST)
TODWEB: training-less ontology based deep web source classification
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
ICWL'11 Proceedings of the 10th international conference on Advances in Web-Based Learning
Using wiktionary to improve lexical disambiguation in multiple languages
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Classification of short texts by deploying topical annotations
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Classifying image galleries into a taxonomy using metadata and wikipedia
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
A new minimally-supervised framework for domain word sense disambiguation
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
On the self-similarity of intertextual structures in Wikipedia
Proceedings of the First ACM International Workshop on Hot Topics on Interdisciplinary Social Networks Research
Automatically generated NE tagged corpora for English and Hungarian
NEWS '12 Proceedings of the 4th Named Entity Workshop
Collaboratively built semi-structured content and Artificial Intelligence: The story so far
Artificial Intelligence
Transforming Wikipedia into a large scale multilingual concept network
Artificial Intelligence
Automated query learning with Wikipedia and genetic programming
Artificial Intelligence
An open-source toolkit for mining Wikipedia
Artificial Intelligence
EKAW'12 Proceedings of the 18th international conference on Knowledge Engineering and Knowledge Management
Mining a multilingual association dictionary from Wikipedia for cross-language information retrieval
Journal of the American Society for Information Science and Technology
Annotating words using wordnet semantic glosses
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
A supervised method for lexical annotation of schema labels based on wikipedia
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Term extraction from sparse, ungrammatical domain-specific documents
Expert Systems with Applications: An International Journal
Extracting event-related information from article updates in wikipedia
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
A framework for benchmarking entity-annotation systems
Proceedings of the 22nd international conference on World Wide Web
Automatic keyphrase annotation of scientific documents using Wikipedia and genetic algorithms
Journal of Information Science
Exploratory search with semantic transformations using collaborative knowledge bases
Proceedings of the 7th ACM international conference on Web search and data mining
Towards better understanding and utilizing relations in DBpedia
Web Intelligence and Agent Systems
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Wikipedia is a goldmine of information; not just for its many readers, but also for the growing community of researchers who recognize it as a resource of exceptional scale and utility. It represents a vast investment of manual effort and judgment: a huge, constantly evolving tapestry of concepts and relations that is being applied to a host of tasks. This article provides a comprehensive description of this work. It focuses on research that extracts and makes use of the concepts, relations, facts and descriptions found in Wikipedia, and organizes the work into four broad categories: applying Wikipedia to natural language processing; using it to facilitate information retrieval and information extraction; and as a resource for ontology building. The article addresses how Wikipedia is being used as is, how it is being improved and adapted, and how it is being combined with other structures to create entirely new resources. We identify the research groups and individuals involved, and how their work has developed in the last few years. We provide a comprehensive list of the open-source software they have produced.