Knowledge Vault: A Web-Scale Approach to Probabilistic Knowledge Fusion ∗ Xin Luna Dong , Evgeniy Gabrilovich, Geremy Heitz, Wilko Horn, Ni Lao, †

Source URL: www.cs.technion.ac.il

• Google Search
• Semantic Web
• Natural language processing
• Freebase
• Predicate
• Prior probability
• Knowledge representation and reasoning
• FO
• Resource Description Framework
• Argument
• Information extraction
• Knowledge Graph

A Scriptable, Statistical Oracle for a Metadata Extraction System Kurt J. Maly Steven J. Zeil Mohammad Zubair Ashraf Amrou Ali Aazhar

Source URL: extract.cs.odu.edu

• Data
• Information
• Records management
• Business intelligence
• Data management
• Knowledge representation
• Technical communication

LiMe xLiMe - crossLingual crossMedia Knowledge Extraction - extracts knowledge from different media channels and languages and relate it to crosslingual , cross-media knowledge bases - provides a continuously updated and

Source URL: www.xlime.eu

A Domain-Specific Framework for Knowledge Extraction from Massive Datasets

Source URL: www.informatik.tu-darmstadt.de

Injecting Logical Background Knowledge into Embeddings for Relation Extraction Tim Rockt¨aschel University College London London, UK

Source URL: sameersingh.org

Appears in International Journal On Semantic Web and Information Systems - Special Issue on Web-Scale Knowledge Extraction, 2012 Elementary: Large-scale Knowledge-base Construction via Machine Learning and Statistical I

Source URL: www.cs.stanford.edu

• Logic
• Artificial intelligence
• Cognition
• Machine learning
• Computational linguistics
• Natural language processing
• Structured prediction
• Markov logic network
• Inference
• Logic form
• Probabilistic logic
• Statistical classification

Russian Academy of Sciences Program Systems Institute Text Mining: Knowledge Extraction and Management Goals

Source URL: skif.pereslavl.ru

WWW 2009 MADRID! Track: Semantic/Data Web / Session: Linked Data SOFIE: A Self-Organizing Framework for Information Extraction

Source URL: www2009.org

• Theoretical computer science
• Mathematics
• Software engineering
• Logic in computer science
• Ontology
• Information science
• Knowledge representation
• Technical communication
• Maximum satisfiability problem
• Boolean satisfiability problem
• YAGO
• Prolog

Towards Focused Knowledge Extraction: Query-based Extraction of Structured Summaries Besnik Fetahu Bernardo Pereira Nunes

Source URL: www2013.wwwconference.org

• Computational linguistics
• Natural language processing
• Data mining
• Automatic summarization
• Query expansion
• Query