Skip to content

Latest commit

 

History

History
35 lines (21 loc) · 1.05 KB

Question-Answering.md

File metadata and controls

35 lines (21 loc) · 1.05 KB
Raw

Question Answering System

Question Processing

Active Question Reformulation Using Reinforcement Learning

https://ai.googleblog.com/2018/10/open-sourcing-active-question.html

Document And Passage Retrieval

Document Retriever in DrQA

Answer Extraction

  1. DrQA - https://github.com/facebookresearch/DrQA
  2. BiDAF - https://allenai.github.io/bi-att-flow/
  3. BERT - https://ai.googleblog.com/2018/11/open-sourcing-bert-state-of-art-pre.html

Question Answering Datsets And Challenges

  1. Natural Questions - https://ai.googleblog.com/2019/01/natural-questions-new-corpus-and.html
  2. SQuAD - https://rajpurkar.github.io/SQuAD-explorer/
  3. COQA - https://stanfordnlp.github.io/coqa/
  4. Quac - https://quac.ai/
  5. TREC QA - https://trec.nist.gov/data/qamain.html

A BERT Baseline for the Natural Questions - https://arxiv.org/pdf/1901.08634.pdf?forcedefault=true

Good Blogs

  1. Google AI Blog
  2. https://queryunderstanding.com/question-answering-94984185c203
  3. Standford AI Blog - http://ai.stanford.edu/blog/beyond_local_pattern_matching/