根据ACL 2020 openqa Tutorial整理
focu事实性的基于非结构化数据(文本)的open QA
类型 | 数据集 |
---|---|
推理挑战 | Facebook bAbI (2015)、AI2 ARC (2018)、Multi-RC (2018) |
多轮问答 | SQA (2017)、QuAC (2018)、CoQA (2019) |
多跳问答 | HotpotQA (2018)、OBQA (2018)、QASC (2020) |
序号 | 论文 | 发表会议 | 备注 |
---|---|---|---|
1 | NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned | arXiv 2021 | sewon的你看不看? |
2 | Reader-Guided Passage Reranking for Open-Domain Question Answering | arXiv 2021 | rerank上的工作 |
3 | UnitedQA: A Hybrid Approach for Open Domain Question Answering | arXiv 2021 | |
4 | Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval | arXiv 2021 | |
5 | End-to-End Training of Neural Retrievers for Open-Domain Question Answering | arXiv 2021 |