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Home › knowledge bases
  • ProbKB: A Probabilistic Knowledge Base System for Web Knowledge

    July 6, 2014     Comment Closed     publications, research directions

    Yang Chen Today’s World Wide Web contains huge volumes of information about people, places, and events all over the world. Unfortunately, these information is intended for human readers and not ready for direct machine processing, making it hard to query and analyze systematically. To overcome this limit, researchers are trying to convert them into structured

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  • Research Directions in the UF DSR Lab

    Daisy Zhe Wang September 13, 2013     No Comment     research directions

    Daisy Zhe Wang I recently wrote an article for the CISE department newsletter describing various research work we do in the DSR Lab. In particular, I highlighted the knowledge base expansion work we are doing in collaboration with Google Research, and the TREC knowledge base acceleration competition we participated in the summer. Use this I

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  • ProbKB: Web-Scale Probabilistic Knowledge Base

    September 5, 2013     Comment Closed    

    ProbKB: Web-Scale Probabilistic Knowledge Base Recent years have seen a drastic rise in the construction of web-scale knowledge bases (e.g., Freebase, YAGO, DBPedia). These knowledge bases store structured information about real-world people, places, organizations, etc. However, due to limitations of human knowledge and extraction algorithms, current knowledge bases are still far from complete. The ProbKB project aims

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  • A Brief Overview of Weak Supervision
  • DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs
  • IDTrees Data Science Challenge: 2017

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Recent Posts

  • DBSim: Extensible Database Simulator for Fast Prototyping In-Database Algorithms
  • DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries
  • A Brief Overview of Weak Supervision
  • DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs
  • IDTrees Data Science Challenge: 2017