项目作者: Pk13055

项目描述 :
A comparision of various neural translation models and features
高级语言: Jupyter Notebook
项目地址: git://github.com/Pk13055/neural-translation-models.git
创建时间: 2019-03-29T17:11:59Z
项目社区:https://github.com/Pk13055/neural-translation-models

开源协议:

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Neural Machine Translation - Coverage and Attention

Models

Using implementations of following paper make 4 translation models and check their performance on test data

Dataset

Enclosed are parallel corpus

  • English Bangla Gujurati Hindi Konkani Malayalam Marathi Punjabi Tamil Telugu
  • Kindly choose a pair (En-IL; where IL is one of (Bangla Gujurati Hindi Konkani Malayalam Marathi Punjabi Tamil Telugu)).
  • Keep in mind while choosing a pair that you have to also evaluate the performance by going through test data.
  • Each pair has 3 sets of data- train, dev and test.

Output

  • Keep your code and model (since model’s size will be big) on drive and share the link.
  • Test input and output (can also be shared via drive)
  • Analyse of 50 interesting sentences.

  • The trained models for the concepts covered here can be found
    here.