Question Answering on FriendsQA

Metric: EM (higher is better)

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#	Model↕	EM▼	Extra Data	Paper	Date↕	Code
1	Ma et al. - ELECTRA	58.7	No	Enhanced Speaker-aware Multi-party Multi-turn Di...	2021-09-09	-
2	Li and Zhao - ELECTRA	55.8	No	Self- and Pseudo-self-supervised Prediction of S...	2021-09-08	Code
3	Li and Choi - RoBERTa	53.5	No	Transformers to Learn Hierarchical Contexts in M...	2020-04-07	Code
4	Li and Zhao - BERT	46.9	No	Self- and Pseudo-self-supervised Prediction of S...	2021-09-08	Code
5	Li and Choi - BERT	46.8	No	Transformers to Learn Hierarchical Contexts in M...	2020-04-07	Code
6	Liu et al. - BERT	46.4	No	-	-	-

#1Ma et al. - ELECTRASOTA
58.7
EM· 2021-09-09
Enhanced Speaker-aware Multi-party Multi-turn Dialogue Comprehension
#2Li and Zhao - ELECTRASOTA
55.8
EM· 2021-09-08
Self- and Pseudo-self-supervised Prediction of Speaker and Key-utterance for Multi-party Dialogue Reading Comprehension Code
#3Li and Choi - RoBERTaSOTA
53.5
EM· 2020-04-07
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering Code
#4Li and Zhao - BERT
46.9
EM· 2021-09-08
Self- and Pseudo-self-supervised Prediction of Speaker and Key-utterance for Multi-party Dialogue Reading Comprehension Code
#5Li and Choi - BERT
46.8
EM· 2020-04-07
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering Code
#6Liu et al. - BERT
46.4
EM
No paper