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Analogy evaluation #110

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nicolasdugue opened this issue Nov 6, 2024 · 0 comments
Open

Analogy evaluation #110

nicolasdugue opened this issue Nov 6, 2024 · 0 comments
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enhancement New feature or request

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@nicolasdugue
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Is your feature request related to a problem? Please describe.
The issue is related to a new feature :

  • the SINr package should include a way to evaluate word embeddings using analogy datasets
  • the SINr package should provide a way to compute a way to compute analogies for classic dense vectors (Word2vec, GloVe etc), but also for vectors such as the SINr ones -> other approaches than the

Describe the solution you'd like
This should be included in the sinr.text.evaluate package

  • some functions shall allow to download analogy datasets
  • a function shall allow to compute analogy such as in gensim
  • a function is supposed to compute an analogy score for a dataset in particular
  • some function should allow to try other ways to compute analogy when using SINr vectors

Requirements
Code should be tested using pyunit tests

Additional context
Coders can take a look at features and functions related to similarity evaluation

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