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Sentence embedding field#158

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ivansmokovic wants to merge 30 commits intomasterfrom
SentenceEmbeddingField
Open

Sentence embedding field#158
ivansmokovic wants to merge 30 commits intomasterfrom
SentenceEmbeddingField

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@ivansmokovic
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Adds a Sentence embedding field

…olt/takepod into missing-data-token � Conflicts: �	takepod/datasets/iterator.py �	takepod/storage/field.py �	test/storage/test_iterator.py
…tenceEmbeddingField # Conflicts: #	takepod/datasets/iterator.py #	takepod/examples/ner_example.py #	takepod/storage/field.py #	takepod/storage/vocab.py #	test/storage/test_field.py #	test/storage/test_iterator.py #	test/storage/test_vocab.py
@ivansmokovic ivansmokovic self-assigned this Apr 2, 2020
@ivansmokovic ivansmokovic requested a review from FilipBolt April 17, 2020 13:00
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FilipBolt commented Dec 18, 2020

This PR looks a bit outdated at this point. However, I'd like to have this functionality easily integrated in the NumericalizerABC interface. @ivansmokovic Would you be comfortable with discarding this? I don't see SentenceEmbedding in this form long term, as I believe we need some general free-form input-output contract such that we can transform a single token to a single number, multiple tokens to a single number and multiple tokens to a single number (vector) (SentenceEmbedding case)

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