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开放式问答

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

1.数据集

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)

2. TODOLIST

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