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ResearchFormerly WizWand

Dialogue Relation Extraction on DialogRE V1 (test)

75.1F1 ScoreGRASP_large
46.29253.77161.2568.729Dec 12, 2020Mar 25, 2021Jul 7, 2021Oct 19, 2021Jan 30, 2022May 14, 2022Aug 26, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GRASP_largeApproach=Prompt-based fine-tuning, Setting=Full-shot, Backbone=RoBERTa-large2022.0875.166.7
CoInApproach=Fine-tuning based, Setting=Full-shot2022.0872.3—
GRASP_baseApproach=Prompt-based fine-tuning, Setting=Full-shot, Backbone=RoBERTa-base2022.0869.262.4
KnowPromptApproach=Prompt-based fine-tuning, Setting=Full-shot2022.0868.6—
DualApproach=Fine-tuning based, Setting=Full-shot2022.0867.361.4
GDPNet2020.1264.960.1
PTRApproach=Prompt-based fine-tuning, Setting=Full-shot2022.0863.2—
BERTApproach=Fine-tuning based, Setting=Full-shot2022.0861.255.4
BERTs2020.1261.255.4
BERT2020.1258.553.2
BiLSTM2020.1248.645
CNN2020.124845
LSTM2020.1247.444.9