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webis-de / ir_axioms

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More variants for embedding-based similarities

heinrichreimer
heinrichreimer commented Mar 2, 2022

The STMC1, STMC2, and REG axioms depend on similarities. It might be promising to have similarity variants that are based on word embeddings fine-tuned on test collections like Robust 04.
It is only required to have some word embeddings that PyMagnitude can handle, the rest is already implemented.

To implement new embedding variants, take a look at the fastText implementation here:
https://gi

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enhancement good first issue

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