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BPE: dont merge categories #28

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thammegowda opened this issue Aug 10, 2020 · 1 comment
Open

BPE: dont merge categories #28

thammegowda opened this issue Aug 10, 2020 · 1 comment

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@thammegowda
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Keep certain characters separate; don't merge them even if there is sufficient frequency

  1. digits
  2. punctuations
  3. dates months years
  4. ... anything else?

watch out: be language agnostic. use Unicode table to figure out digit/punch annotation
@thammegowda
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Related:
-Do NLP Models Know Numbers? Probing Numeracy in Embeddings; Eric Wallace∗1, Yizhong Wang∗2, Sujian Li2, Sameer Singh3, Matt Gardner1 https://arxiv.org/pdf/1909.07940.pdf

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@thammegowda