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Answer Span Extraction on CoQA (val)

63.65EMOracle
15.425227.945140.46552.9849May 4, 2023

Evaluation results

MethodLinks
Oracle2023.0563.6574.0858.1
SG-CQGBackbone=T5-base, Classifier=RoBERTa-large, Beam size=4, Batch size=42023.0542.8963.4868.52
SG-CQG + w/o WTABackbone=T5-base, Ablation=without Winner-Takes-All2023.0538.8956.1729.21
SG-CQG + w/o QTCBackbone=T5-base, Ablation=without Question Type Classifier2023.0537.4356.8368.06
CoHS-CQG2023.0535.1452.0830.02
T52023.0534.2948.6723.33
BART2023.0518.6438.238.62
SG-CQG + w/o RFBackbone=T5-base, Ablation=without Relevance Filter2023.0518.1422.85100
GPT-22023.0517.2830.2234.5