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ResearchFormerly WizWand

Sentiment Regression on Hotel Review Dataset

0.0674MAEDyFuLM
0.067040.069470.07190.07433Dec 1, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DyFuLM2025.120.06740.00820.6903
BERT+GRUArchitecture=Dual-Architecture2025.120.06970.00920.6566
DeBERTArchitecture=Single-Model2025.120.070.00940.6485
RoBERTArchitecture=Single-Model2025.120.07010.00980.636
RoBERT+BiLSTMArchitecture=Dual-Architecture2025.120.07070.00990.6319
Simple+ConcatArchitecture=Dual-Architecture2025.120.07140.00970.6367
DistilBERTArchitecture=Single-Model2025.120.07170.00980.6327
Gated FusionArchitecture=Dual-Architecture2025.120.07170.00980.6355
BERTArchitecture=Single-Model2025.120.07180.00970.6366
BERT+CNNArchitecture=Dual-Architecture2025.120.07240.00990.6306
RoBERT+CNNArchitecture=Dual-Architecture2025.120.07330.00960.643
EmoBERTArchitecture=Single-Model2025.120.07640.010.6282