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Cross-task generalization on Super-NaturalInstructions (one-shot)

39.59ROUGE-LRandom Exemplar
37.052437.711238.3739.0288Jun 16, 2023

Evaluation results

MethodLinks
Random ExemplarTraining Instruction=each task2023.0639.59
Instruction ExtractorOptimization Protocol=DP (direct parameterization)2023.0637.85
Random ExemplarTraining Instruction=each instance2023.0637.19
Instruction ExtractorOptimization Protocol=IC (instance conversion)2023.0637.15