PyTorch-NLP Library

A PyTorch-NLP Library is an NLP library that is a PyTorch library.

• • …
• Counter-Example(s):
  • AllenNLP.
  • PyText Framework.
  • fast.ai NLP.
• See: torchnlp.

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References

2018

• https://github.com/PetrochukM/PyTorch-NLP
  • QUOTE: PyTorch-NLP, or torchnlp for short, is a library of neural network layers, text processing modules and datasets designed to accelerate Natural Language Processing (NLP) research.

2018

• https://github.com/PetrochukM/PyTorch-NLP/tree/master/examples/awd-lstm-lm
  • QUOTE: awd-lstm-lm set the state-of-the-art in word level perplexities in 2017. With PyTorch NLP, we show that in 30 minutes, we were able to reduce the footprint of this repository by 4 files (185 lines of code). We employ the use of the datasets package, IdentityEncoder module, BPTTBatchSampler module, LockedDropout module and WeightDrop module.

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