/CodeMix_Generation-NLP_Project

Built a machine learning seq-to-seq model with 'Attention' mechanism to generate a model similar to machine translation models that translates monolingual sequence to code mix sequence and vice-versa.

Primary LanguageJupyter Notebook

CodeMix_Generation-NLP-Project

  1. 4 jupyter notebooks containing the models for the following :
    1. Neural Model with Attention and without LID Tags (English to Codemix)
    2. Neural Model with Attention and with LID Tags (English to Codemix)
    3. Neural Model with Attention and without LID Tags (Codemix to English)
    4. Neural Model with Attention and with LID Tags (Codemix to English)
  2. A presentation explaining the project.
  3. A detailed report explaining the project.

Steps to run the code :

  1. jupyter notebook english_to_codemix/english_to_codemix.ipynb
  2. jupyter notebook english_to_codemix_lid/english_to_codemix_lid.ipynb
  3. jupyter notebook codemix_to_english/codemix_to_english.ipynb
  4. jupyter notebook codemix_to_english_lid/codemix_to_english_lid.ipynb