Transformer Slogan Generator

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

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