Where to find a state of art relation extraction dataset

寵の児 提交于 2019-12-12 17:13:39

问题


I am looking for a dataset which contains large quantities of relation tuples. For example, the search of "people" and "location" yields "lives in", "worked in", etc. University of Washington's OpenIE http://OpenIE.cs.washington.edu is a good tool but their dataset is only accessible through web. Where can I download a database or library like this?


回答1:


  1. OpenIE itself provides large dataset of 11 gb for this purpose. Check this

http://knowitall.cs.washington.edu/paralex/

Although it is an auto answering system, you can consider intermediate relation extraction result for your purpose.

  1. Another method you could implement is using syntex parse. Use syntex parser and write rules to extract subject, object and other entities as per your requirement.



回答2:


I've been collecting all the public datasets containing relationships between named-entities or nominals.

You can find them here:

https://github.com/davidsbatista/Annotated-Semantic-Relationships-Datasets



来源:https://stackoverflow.com/questions/29591485/where-to-find-a-state-of-art-relation-extraction-dataset

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