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low-resource-gec-wnut2019's Introduction

Grammatical Error Correction in Low-Resource Scenarios

This repository contains information on how to replicate our experiments on training state-of-the-art models for grammatical error correction in low-resource languages.

Citation

@article{naplava2019grammatical,
  title={Grammatical Error Correction in Low-Resource Scenarios},
  author={N{\'a}plava, Jakub and Straka, Milan},
  booktitle = "Proceedings of the 2019 {EMNLP} Workshop W-{NUT}: The 5th Workshop on Noisy User-generated Text",
  year = "2019",
  address = "Hong Kong",
  publisher = "Association for Computational Linguistics",
}

Content

  • data -- information on how to generate artificial data
  • training -- information on how to train and infer model for GEC

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low-resource-gec-wnut2019's Issues

Suggestion for requirements.txt for training

This package combination seems to be compatible with your forked version of tensor2tensor==1.12.0.

mesh-tensorflow==0.0.5
tensorboard==1.13.1
tensorflow==1.13.2
tensorflow-estimator==1.13.0
tensorflow-gan==1.0.0.dev0
tensorflow-hub==0.7.0
tensorflow-metadata==0.21.0
tensorflow-probability==0.5.0

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