kudkudak / common-sense-prediction

Common sense prediction using DL.

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Human novelty evaluation

kudkudak opened this issue · comments

Categorize triplets into various triviality categories, or state no triviality is seen. Based on 5 closest neighbours in OMCS embedding distance. Then see if:

  • how many arguably trivial triplets each dataset has
  • there is statistically significant difference in top50% vs bottom50%

Datasets:

  • test from CN
  • wiki 100 out of 10k (so it is not extremely biased)
  • random 100 from train