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Storytelling on RocStories 8:1:1 (test)

0.3552BLEU-1Ours (Hierarchical Contrastive Learning Framework)
0.2274880.2606440.29380.326956May 26, 2022

Evaluation results

MethodLinks
Ours (Hierarchical Contrastive Learning Framework)backbone=BERT, beam search size=42022.050.35520.13410.04850.01840.52180.58840.6131
T5-CLAPSbackbone=T5, beam search size=42022.050.3420.12610.04520.01760.52320.5880.6134
T5backbone=T5, beam search size=42022.050.32740.11770.04160.01640.51940.58640.6118
DialoGPTbeam search size=42022.050.31260.11050.03980.01580.51780.5860.6103
Seq2Seq-DUbeam search size=42022.050.30890.11310.03840.01560.51660.57730.6116
BERT-GENbackbone=BERT, beam search size=42022.050.3040.10710.03850.01530.51730.58660.6098
Group-wisebeam search size=42022.050.27480.10170.03660.01520.51390.56510.6009
CVAEbeam search size=42022.050.25810.09690.0360.01480.51350.56320.6011
Transformerbeam search size=42022.050.25520.05960.03540.01450.51290.56370.6006
Seq2Seqbeam search size=42022.050.23240.08960.0340.0150.51330.56490.6007