Dense Passage Retrieval for Open-Domain Question Answering
Karpukhin, Oguz, Min, Lewis, Wu, Edunov, Chen, Yih
2020 EMNLP 2020
TL;DR
Train a BERT-based dual encoder with in-batch negatives to embed queries and passages into the same space. Beats BM25 for open-domain QA retrieval.