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InferSent sentence embeddings
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Why is both AllNLI and Glove model required? #62

Closed a11apurva closed 6 years ago

a11apurva commented 6 years ago

I am not able to understand why both AllNLI and Glove model is required.

If I want to load my own model generated by fasttext, which one should I replace?

P.S My corpus is not english.

douwekiela commented 6 years ago

Glove are the word embeddings, which are kept fixed during training and fed into the encoder. AllNLI is an encoder that has been trained on SNLI+MultiNLI. If you want to use fasttext embeddings, on your own corpus, you will need to train a new encoder from scratch using those embeddings and on that data.