Strategies for lifelong knowledge extraction from the web

Keywords

Computer science, Lifelong learning, Leverage (statistics), Information extraction, Knowledge extraction

References

• A Probabilistic Model of Redundancy in Information ExtractionDoug Downey, Oren Etzioni, Stephen Soderland — 2005
• CHILD: A First Step Towards Continual LearningMark Ring — 1997
• Lifelong robot learningSebastian Thrun, Tom M. Mitchell — 1993
• Extracting and evaluating general world knowledge from the Brown CorpusLenhart K. Schubert, Matthew H. Tong — 2003
• Class-Based Probability Estimation Using a Semantic HierarchyStephen Clark, David Weir — 2002
• Preemptive Information Extraction using Unrestricted Relation DiscoveryYusuke Shinyama, Satoshi Sekine — 2006
• YAGO: A Core of Semantic Knowledge Unifying WordNet and WikipediaFabian M. Suchanek, Gjergji Kasneci, Gerhard Weikum — 2007
• Learning theories from textMaria Liakata, Stephen Pulman — 2004
• Some methods for classification and analysis of multivariate observationsJames B. MacQueen — 1967
• Open Information Extraction from the WebOren Etzioni, Michele Banko, Stephen Soderland — 2007
• Unsupervised named-entity extraction from the Web: An experimental studyOren Etzioni, Michael Cafarella, Doug Downey — 2005
• Machine ReadingOren Etzioni, Michele Banko, Michael Cafarella — 2006
• Open information extraction from the webMichele Banko, Michael Cafarella, Stephen Soderland — 2007
• Layered LearningPeter Stone, Manuela M. Veloso — 2000
• Automated Theory Formation in MathematicsD. Lenat — 1977
• Lifelong Learning AlgorithmsS. Thrun — 1998

Cited by

• Ontology-based knowledge discovery from unstructured and semi-structured textJantima Polpinij — 2014
• Topic Models for Corpus-centric Knowledge GeneralizationBenjamin Van Durme, Daniel Gildea — 2009
• Automatic extraction and assessment of entities from the WebDavid Urbansky — 2012
• Wissensextraktion im Rahmen des GridsSteffen Metzger — 2010
• Coupled semi-supervised learningTom M. Mitchell, J. Andrew Carlson — 2010
• Toward an Architecture for Never-Ending Language LearningJ. Andrew Carlson, Justin Betteridge, Bryan Kisiel — 2010
• DBrev: Dreaming of a Database RevolutionGjergji Kasneci, Jurgen Van Gael, Thore Graepel — 2011
• Learning through overcoming temporal inconsistenciesDu Zhang — 2015
• Searching and ranking in entity-relationship graphsGjergji Kasneci — 2009
• Machine Reading at the University of WashingtonHoifung Poon, Janara Christensen, Pedro Domingos — 2010
• REFRACTIVE: An Open Source Tool to Extract Knowledge from Syntactic and Semantic RelationsPeter Exner, Pierre Nugues — 2014
• Learning through explaining observed inconsistenciesDu Zhang — 2014
• Never-ending ontology extension through machine readingPaulo Henrique Barchi, Estevam Hruschka — 2014
• Multilingual Distant Supervised Relation Extractors Combining Multiple Feature TypesThiago Nunes, Daniel Schwabe — 2014
• Deriving Generalized Knowledge from Corpora Using WordNet AbstractionBenjamin Van Durme, Phillip Michalak, Lenhart K. Schubert — 2009
• Perpetual Learning through Overcoming InconsistenciesDu Zhang — 2013
• How to read the web in portuguese using the never-ending language learner's principlesMaísa Cristina Duarte, Estevam Hruschka — 2014
• Filtering and clustering relations for unsupervised information extraction in open domainWei Wang, Romaric Besançon, Olivier Ferret — 2011
• A new approach to the design of knowledge base using XCLS clusteringJ. Hajiram Beevi, N. Deivasigamani — 2012
• Machine reading of web textOren Etzioni — 2007

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