Machine Learning
Exploiting redundancy in question answering
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Scaling question answering to the web
ACM Transactions on Information Systems (TOIS)
On the MSE robustness of batching estimators
Proceedings of the 33nd conference on Winter simulation
Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
SemTag and seeker: bootstrapping the semantic web via automated semantic annotation
WWW '03 Proceedings of the 12th international conference on World Wide Web
An introduction to boosting and leveraging
Advanced lectures on machine learning
Unsupervised named-entity extraction from the web: an experimental study
Artificial Intelligence
Semantic-integration research in the database community
AI Magazine - Special issue on semantic integration
An analysis of the AskMSR question-answering system
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Discovering missing links in Wikipedia
Proceedings of the 3rd international workshop on Link discovery
Proceedings of the 15th international conference on World Wide Web
Yago: a core of semantic knowledge
Proceedings of the 16th international conference on World Wide Web
What Have Innsbruck and Leipzig in Common? Extracting Semantics from Wiki Content
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
AAAI'06 proceedings of the 21st 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
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
A probabilistic model of redundancy in information extraction
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
An inference model for semantic entailment in natural language
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Natural logic for textual inference
RTE '07 Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing
Automatically refining the wikipedia infobox ontology
Proceedings of the 17th international conference on World Wide Web
Learning classifiers from only positive and unlabeled data
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Information extraction from Wikipedia: moving down the long tail
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
YAGO: A Large Ontology from Wikipedia and WordNet
Web Semantics: Science, Services and Agents on the World Wide Web
Ontology enhanced web image retrieval: aided by wikipedia & spreading activation theory
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Articulations of wikiwork: uncovering valued work in wikipedia through barnstars
Proceedings of the 2008 ACM conference on Computer supported cooperative work
Catriple: Extracting Triples from Wikipedia Categories
ASWC '08 Proceedings of the 3rd Asian Semantic Web Conference on The Semantic Web
Harvesting, searching, and ranking knowledge on the web: invited talk
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Database and information-retrieval methods for knowledge discovery
Communications of the ACM - A Direct Path to Dependable Software
Information arbitrage across multi-lingual Wikipedia
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Foundations and Trends in Databases
Rich interfaces for reading news on the web
Proceedings of the 14th international conference on Intelligent user interfaces
Amplifying community content creation with mixed initiative information extraction
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The YAGO-NAGA approach to knowledge discovery
ACM SIGMOD Record
Web-scale extraction of structured data
ACM SIGMOD Record
Using Wikipedia to bootstrap open information extraction
ACM SIGMOD Record
SOFIE: a self-organizing framework for information extraction
Proceedings of the 18th international conference on World wide web
Advanced ontology management system for personalised e-Learning
Knowledge-Based Systems
Optimizing complex extraction programs over evolving text data
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
WikiTaxonomy: A Large Scale Knowledge Resource
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Learning to rank for quantity consensus queries
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Cross-lingual alignment and completion of Wikipedia templates
CLIAWS3 '09 Proceedings of the Third International Workshop on Cross Lingual Information Access: Addressing the Information Need of Multilingual Societies
Scaling textual inference to the web
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
International Journal of Human-Computer Studies
Decoding wikipedia categories for knowledge acquisition
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
A resource-poor approach for linking ontology classes to Wikipedia articles
STEP '08 Proceedings of the 2008 Conference on Semantics in Text Processing
Identifying interesting assertions from the web
Proceedings of the 18th ACM conference on Information and knowledge management
Automatically generating Wikipedia articles: a structure-aware approach
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
Bilingual co-training for monolingual hyponymy-relation acquisition
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
Distant supervision for relation extraction without labeled data
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
A brief survey of computational approaches in social computing
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Timely YAGO: harvesting, querying, and visualizing temporal knowledge from Wikipedia
Proceedings of the 13th International Conference on Extending Database Technology
From information to knowledge: harvesting entities and relationships from web sources
Proceedings of the twenty-ninth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Ontology-based information extraction: An introduction and a survey of current approaches
Journal of Information Science
Exploiting time-based synonyms in searching document archives
Proceedings of the 10th annual joint conference on Digital libraries
BioSnowball: automated population of Wikis
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Open information extraction using Wikipedia
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
BabelNet: building a very large multilingual semantic network
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Learning 5000 relational extractors
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Generating templates of entity summaries with an entity-aspect model and pattern mining
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
On learning subtypes of the part-whole relation: do not mix your seeds
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Knowledge-rich Word Sense Disambiguation rivaling supervised systems
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Machine reading at the University of Washington
FAM-LbR '10 Proceedings of the NAACL HLT 2010 First International Workshop on Formalisms and Methodology for Learning by Reading
Extracting structured information from Wikipedia articles to populate infoboxes
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Digging for knowledge with information extraction: a case study on human gene-disease associations
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Self-annotation for fine-grained geospatial relation extraction
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Knowing what to believe (when you already know something)
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Bayesian knowledge corroboration with logical rules and user feedback
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Modeling relations and their mentions without labeled text
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
A self-supervised approach for extraction of attribute-value pairs from wikipedia articles
SPIRE'10 Proceedings of the 17th international conference on String processing and information retrieval
SBIA'10 Proceedings of the 20th Brazilian conference on Advances in artificial intelligence
SCAD: collective discovery of attribute values
Proceedings of the 20th international conference on World wide web
Ranking multilingual documents using minimal language dependent resources
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Taxonomy induction based on a collaboratively built knowledge repository
Artificial Intelligence
Knowledge-based weak supervision for information extraction of overlapping relations
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Types of common-sense knowledge needed for recognizing textual entailment
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Shortipedia aggregating and curating Semantic Web data
Web Semantics: Science, Services and Agents on the World Wide Web
Using information extractors with the neural electromagnetic ontologies
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems
The HiLeX system for semantic information extraction
Transactions on Large-Scale Data- and Knowledge-Centered Systems V
Improving bagging performance through multi-algorithm ensembles
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
LINDEN: linking named entities with knowledge base via semantic knowledge
Proceedings of the 21st international conference on World Wide Web
Knowledge continuous integration process (K-CIP)
Proceedings of the 21st international conference companion on World Wide Web
Improving Wikipedia with DBpedia
Proceedings of the 21st international conference companion on World Wide Web
Learning chinese entity attributes from online encyclopedia
APWeb'12 Proceedings of the 14th international conference on Web Technologies and Applications
Making better informed trust decisions with generalized fact-finding
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
LIEGE:: link entities in web lists with knowledge base
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Towards automatic construction of knowledge bases from Chinese online resources
ACL '12 Proceedings of ACL 2012 Student Research Workshop
Reducing wrong labels in distant supervision for relation extraction
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Big data versus the crowd: looking for relationships in all the right places
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Multi-instance multi-label learning for relation extraction
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Infobox suggestion for Wikipedia entities
Proceedings of the 21st ACM international conference on Information and knowledge management
Automatically building templates for entity summary construction
Information Processing and Management: an International Journal
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
Evaluating Entity Linking with Wikipedia
Artificial Intelligence
Learning multilingual named entity recognition from Wikipedia
Artificial Intelligence
Wikipedia entity expansion and attribute extraction from the web using semi-supervised learning
Proceedings of the sixth ACM international conference on Web search and data mining
Improved text annotation with Wikipedia entities
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Methods for exploring and mining tables on Wikipedia
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics
Extracting meronyms for a biology knowledge base using distant supervision
Proceedings of the 2013 workshop on Automated knowledge base construction
Using natural language to integrate, evaluate, and optimize extracted knowledge bases
Proceedings of the 2013 workshop on Automated knowledge base construction
Extracting semantic knowledge from Wikipedia category names
Proceedings of the 2013 workshop on Automated knowledge base construction
Guided curation of semistructured data in collaboratively-built knowledge bases
Future Generation Computer Systems
Discovering and Characterizing Places of Interest Using Flickr and Twitter
International Journal on Semantic Web & Information Systems
WHAD: Wikipedia historical attributes data
Language Resources and Evaluation
Towards better understanding and utilizing relations in DBpedia
Web Intelligence and Agent Systems
Bricking Semantic Wikipedia by relation population and predicate suggestion
Web Intelligence and Agent Systems
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Berners-Lee's compelling vision of a Semantic Web is hindered by a chicken-and-egg problem, which can be best solved by a bootstrapping method - creating enough structured data to motivate the development of applications. This paper argues that autonomously "Semantifying Wikipedia" is the best way to solve the problem. We choose Wikipedia as an initial data source, because it is comprehensive, not too large, high-quality, and contains enough manually-derived structure to bootstrap an autonomous, self-supervised process. We identify several types of structures which can be automatically enhanced in Wikipedia (e.g., link structure, taxonomic data, infoboxes, etc.), and we describea prototype implementation of a self-supervised, machine learning system which realizes our vision. Preliminary experiments demonstrate the high precision of our system's extracted data - in one case equaling that of humans.