OpenCodePapers
question-answering-on-coqa
Question Answering
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Paper
Code
In-domain
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Overall
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ModelName
ReleaseDate
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
✓ Link
82.5
77.6
81.1
BERT Large Augmented (single model)
2018-10-11
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
✓ Link
79.8
74.1
78.1
BERT-base finetune (single model)
2018-10-11
A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC
✓ Link
69.4
63.8
67.8
BiDAF++ (single model)
2018-09-27
CoQA: A Conversational Question Answering Challenge
✓ Link
67.0
60.4
65.1
DrQA + seq2seq with copy attention (single model)
2018-08-21
CoQA: A Conversational Question Answering Challenge
✓ Link
54.5
47.9
52.6
Vanilla DrQA (single model)
2018-08-21
FlowQA: Grasping Flow in History for Conversational Machine Comprehension
✓ Link
71.8
75.0
FlowQA (single model)
2018-10-06
Language Models are Few-Shot Learners
✓ Link
85
GPT-3 175B (few-shot, k=32)
2020-05-28
SDNet: Contextualized Attention-based Deep Network for Conversational Question Answering
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79.3
SDNet (ensemble)
2018-12-10
SDNet: Contextualized Attention-based Deep Network for Conversational Question Answering
✓ Link
76.6
SDNet (single model)
2018-12-10