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Jyotirmoy-Mohapatra / Neural-Machine-Translation

Course project for DS-GA-1011. Objective is to build a machine translation model to translate from vietnamese to english and chinese to english.
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Literature Review #1

Open Jyotirmoy-Mohapatra opened 5 years ago

Jyotirmoy-Mohapatra commented 5 years ago
  1. https://arxiv.org/pdf/1706.05565.pdf
  2. https://github.com/posenhuang/NPMT
  3. https://github.com/tensorflow/nmt
  4. https://pytorch.org/tutorials/intermediate/seq2seq_translation_tutorial.html
  5. http://ruder.io/deep-learning-nlp-best-practices/
Jyotirmoy-Mohapatra commented 5 years ago

https://arxiv.org/pdf/1804.09849.pdf - The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation

https://arxiv.org/pdf/1706.03762.pdf - Attention Is All You Need

https://arxiv.org/pdf/1512.01639.pdf - (need to check the data prep part)

https://pdfs.semanticscholar.org/ce1c/bbd597e91e707aa4357a4f44a81d43ddfbbb.pdf - The UMD Machine Translation Systems at IWSLT 2015

Jyotirmoy-Mohapatra commented 5 years ago

https://arxiv.org/pdf/1810.13409.pdf - You may not need attention

Jyotirmoy-Mohapatra commented 5 years ago

https://github.com/google-research/bert - BERT by google ai

https://github.com/codertimo/BERT-pytorch - pytorch version of BERT

Jyotirmoy-Mohapatra commented 5 years ago

https://github.com/chihoxtra/UdaCity-ASL/blob/master/%5BLocal%5D%20%5BSeq2Seq%5D%20%5BLSTM%5D%20ASL%20redo%20PlayAround.ipynb

Jyotirmoy-Mohapatra commented 5 years ago

https://github.com/pytorch/translate/blob/master/pytorch_translate/beam_decode.py

Jyotirmoy-Mohapatra commented 5 years ago

https://geekyisawesome.blogspot.com/2016/10/using-beam-search-to-generate-most.html

Jyotirmoy-Mohapatra commented 5 years ago

https://github.com/MaximumEntropy/Seq2Seq-PyTorch

Jyotirmoy-Mohapatra commented 5 years ago

https://github.com/bentrevett/pytorch-seq2seq/blob/master/1%20-%20Sequence%20to%20Sequence%20Learning%20with%20Neural%20Networks.ipynb