KELM: Integrating Knowledge Graphs with Language Model Pre-Training Corpora

• OpenIE-standalone

  2 549 0.0 PostScript
  

The field of Open Information Extraction has been trying to do that in a generic way for a long time, but the results are still far from good. A few references: OpenIE [1] Graphene [2] MinIE [3].

If you already have a Knowledge Graph (KG) and want to populate its instances from documents, that's called KG Population, and Knowledge-net [4] is a good reference.

Relation Extraction is another interesting approach if you know which kind of relations you're interested in, OpenNRE [5] a good example.

[1] https://github.com/dair-iitd/OpenIE-standalone

• Graphene

  1 138 1.8 Java

  Coreference Resolution, Simplification and Open Relation Extraction Pipeline (by Lambda-3)

  

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• minie

  1 88 0.0 Java

  An open information extraction system that provides compact extractions

  

• knowledge-net

  1 253 0.0 Python

  KnowledgeNet: A Benchmark Dataset for Knowledge Base Population

  

• OpenNRE

  3 4,246 6.5 Python

  An Open-Source Package for Neural Relation Extraction (NRE)

  

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

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