Master Ticket for New Models

[ChakshuGautam]

• [ ] Farming Classifier
  • BERT > BART (Add references)
  • [ ] BERT
• [ ] Dictionary Augmented Translation
• [ ] Is Coref Required (Smaller model - 20MB)
• [ ] Is Coref Correct
• [ ] Training coref on farming data
• [ ] Check Relevancy
• [ ] Answering Based on Content (Descriptive Answers)
  • BART > BERT (Add references)
  • [ ] BART
• [ ] Odia Speech to Text
  • [ ] Fairseq
  • [ ] NeMo

Outcome

• [ ] Trained Model
• [ ] Integrating it with Ai Tools
• [ ] Putting the weights and trained model on Huggingface
• [ ] Publishing Results as a Blog/Arxiv
• [ ] Training Data and Testing Data as part of GitHub

[GautamR-Samagra]

Timelines :

• [ ] Farming Classifier
  • [ ] BERT ( 19-05-2023)
• [ ] Dictionary Augmented Translation
  • [ ] Simple find and replace based on input/output (19-05-2023)
• [ ] Is Coref Required (Smaller model - 20MB) (19-05-2023)
• [ ] Is Coref Correct (25-02-2023) (Not sure we should be building a model for this, will explore based on coref efficiency)
• [ ] Check Relevancy (23-05-2023)
• [ ] Answering Based on Content (Descriptive Answers)
  • [ ] BART (25-05-2023)
• [ ] Odia Speech to Text
  • [ ] Fairseq
  • [ ] NeMo (22-05-2023) Script for training and fine-tuning
• [ ] Training coref on farming data

[ChakshuGautam]

1. Dict Augmented Translation
   • [x] Push whatever is done as a PR
   • [x] Create a ticket for GPT Based Dict Creation - Document Process
   • [ ] Tag everyone interested in this and share it on discord to literature review on this
2. Farming Classifier
   • [x] Create a new repo for this and push everything there.
   • [x] Push to huggingface
   • [ ] AI Tools to use huggingface
3. Is Coref Required
   • [x] Create a ticket for the current solution and paste the code entirely.
   • [ ] Ask for contributors to add this to ai-tools
   • [ ] Ask for contributors - And do literature review as well
4. Is Coref Correct
   • [ ] Create a ticket
5. Is Conversation Ended
   • [x] Push to Huggingface
   • [ ] AI Tools to use huggingface

[ChakshuGautam]

• [ ] Nemo - Setting up notebook on Azure (Check for parallel multiple GPUs)
• [ ] BERT Model for Odia
• [ ] @GautamR-Samagra to try XSR on the above model

[GautamR-Samagra]

Completed and incomplete work carried onto other tickets