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