Timeline

Feb’ 2021

• Keyword Extraction
  • pretrained TFIDF model based KE
  • Textrank
  • RAKE, YAKE
  • BART based seq2seq model for KE
• Train QA Model from scratch
  • SQUAD 2.0 model from scratch in very less LOC
  • trained DPR reader & retriever

Jan’2021

• Open Domain QA Systems
  • Exploring DrQA, DPR by Facebook Research
  • Working on deepset-ai/haystack: Transformers at scale for Q/A
  • Demo project: http://qa.cs.washington.edu:2020/
• Recommendation Systems
  • Retrieval-Ranking Recommendations using NN (Tensorflow)
  • Item2Vec Model
  • Item Association Mining
  • Collaborative Filtering: ALS using https://github.com/benfred/implicit
  • Contextual bandit for RecSys