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SotA/Natural Language Processing/Question Answering/CoQA

Question Answering on CoQA

Metric: Out-of-domain (higher is better)

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#Model↕Out-of-domain▼Extra DataPaperDate↕Code
1BERT Large Augmented (single model)77.6NoBERT: Pre-training of Deep Bidirectional Transfo...2018-10-11Code
2BERT-base finetune (single model)74.1NoBERT: Pre-training of Deep Bidirectional Transfo...2018-10-11Code
3FlowQA (single model)71.8NoFlowQA: Grasping Flow in History for Conversatio...2018-10-06Code
4BiDAF++ (single model)63.8NoA Qualitative Comparison of CoQA, SQuAD 2.0 and ...2018-09-27Code
5DrQA + seq2seq with copy attention (single model)60.4NoCoQA: A Conversational Question Answering Challe...2018-08-21Code
6Vanilla DrQA (single model)47.9NoCoQA: A Conversational Question Answering Challe...2018-08-21Code