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Transformer Slogan Generator

A repository for our NLP project that creates slogans based on a companies description.

Intro Image

Frontend

Responsibility

  • Implement User Interface
  • Should be able to:
    • Take in users description about a company
    • Output the slogan based on this description

Members

  • Jenish
  • Saniya
  • Shubh

Data Team

Members

  • Shreyansh
  • Ashwini
  • Nihit

Responsibility

  • Populate the dataset with information about the companies
  • Preprocess the data
    • Concatenation
    • Tokenizing & Detokenizing
    • Bucketing

Model Team

Members

  • Carl
  • Mitali

Responsibility

  • Implement Attention
    • Dot Product Attention
    • Multi Head Attention
  • Implement Decoders
    • Greedy Decoding
    • Beam Search Decoding
  • Create the model from the subcomponents