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ResearchFormerly WizWand

Question Answering on CausalQA Technology domain (test)

79F1 ScorePrompt-based LP-FT
55.215261.390167.56573.7399May 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Prompt-based LP-FTBackbone=RoBERTa-base, Train Domain=Industrial2023.057957.37
Original Fine-tuningBackbone=RoBERTa-base, Train Domain=Industrial2023.0577.9148.35
Prompt-based LP-FTBackbone=RoBERTa-base, Train Domain=Consumer2023.0577.4649.54
Prompt-based LP-FTBackbone=RoBERTa-base, Train Domain=Technology2023.0576.7653.54
Original Fine-tuningBackbone=RoBERTa-base, Train Domain=Technology2023.0576.4954.04
Original Fine-tuningBackbone=RoBERTa-base, Train Domain=Consumer2023.0574.6349.07
Prompt-based LP-FTTraining Domain=Industrial, Backbone=T5-base2023.0561.5820.76
T5-baseTraining Domain=Industrial, Backbone=T5-base2023.0559.9425.27
Prompt-based LP-FTTraining Domain=Technology, Backbone=T5-base2023.0559.2922.22
T5-baseTraining Domain=Technology, Backbone=T5-base2023.0558.7620.2
Prompt-based LP-FTTraining Domain=Consumer, Backbone=T5-base2023.0558.3719.44
T5-baseTraining Domain=Consumer, Backbone=T5-base2023.0556.1317.67