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Task-oriented dialogue on SMCalFlow (test)

64.29SacreBLEUNoisy channel online decoding
50.780454.287757.79561.3023Mar 18, 2021

Evaluation results

MethodLinks
Noisy channel online decodingPre-training=Task-Oriented Pretraining, Number of Parameters=292M2021.0364.2945.81
Noisy channel online decodingPre-training=Reddit Pretraining, Number of Parameters=292M2021.0363.9146.43
Noisy channel online decodingPre-training=Task-Oriented Pretraining, Number of Parameters=116M2021.0363.7246.27
Noisy channel online decodingPre-training=Reddit Pretraining, Number of Parameters=116M2021.0363.2947.16
Direct decodingPre-training=Task-Oriented Pretraining, Number of Parameters=114M2021.0361.0259.84
Direct decodingPre-training=Reddit Pretraining, Number of Parameters=114M2021.0360.6861.99
Noisy channel online decodingPre-training=Randomly Initialized, Number of Parameters=292M2021.0354.3973.18
Noisy channel online decodingPre-training=Randomly Initialized, Number of Parameters=116M2021.0353.6674.18
Direct decodingPre-training=Randomly Initialized, Number of Parameters=114M2021.0351.389.13