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Topic 01: Knowledge Base Construction (Demo or System)

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Sherry Lin edited this page Oct 7, 2020 · 7 revisions

Surveys

  1. A Survey on Automatically Constructed Universal Knowledge Bases (Semantic Web 2018)
  2. A Survey on Knowledge Graphs: Representation, Acquisition and Applications (2020) [Paper]
  3. A survey of techniques for constructing Chinese knowledge graphs and their applications (Sustainability 2018)

General Papers

  1. DeepDive: Incremental Knowledge Base Construction Using DeepDive (VLDB 2015) [Paper][Slides][Project link]🌟
  1. Mining Structures of Factual Knowledge from Text: An Effort-Light Approach [Paper]
  2. CurEx – A System for Extracting, Curating, and Exploring Domain-Specific Knowledge Graphs from Text (CurEx, CIKM 2018)🌟
  3. AliCoCo [SIGMOD 2020 Industry Track] [Github]🌟
  4. Personalized Knowledge Graph Summarization: From the Cloud to Your Pocket (ICDM 2019) [Paper]🌟
  5. YAGO 4: A Reasonable Knowledge Base (ESWC2020)
  6. Deriving Validity Time in Knowledge Graph
  7. Fonduer: Knowledge Base Construction from Richly Formatted Data (SIGMOD 2018) [PDF]🌟
  8. Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base (SIGMOD 2018) [PDF] 🌟
  9. A Demonstration of Sya: A Spatial Probabilistic Knowledge Base Construction System (SIGMOD 2018) [PDF, demo]🌟
  10. Subjective Databases [PDF] (VLDB 2019)🌟
  11. Constructing High Precision Knowledge Bases with Subjective and Factual Attributes [Paper, Presentation, applied science track] (KDD 2019)

Fact Finding

  1. Maverick: A System for Discovering Exceptional Facts from Knowledge Graphs (VLDB 2018)[PDF, demo] 🌟
  2. Maverick: Discovering Exceptional Facts from Knowledge Graphs (VLDB 2018) [PDF]🌟
  3. Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base (SIGMOD 2018) [PDF] 🌟

Webpages

  1. Conceptualizing the Knowledge Graph Construction Pipeline [Web]
  2. Topbase [Web]

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