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ResearchFormerly WizWand

Aspect-Based Sentiment Analysis on Restaurant Implicit Sentiment Analysis (test)

82.02AccuracyFlan-T5 + RVISAg
64.49669.045573.59578.1445Jul 2, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Flan-T5 + RVISAgModel Parameters=11B, Rationale=GPT-3.52024.0782.02
Flan-T5 + RVISAvModel Parameters=11B, Rationale=Vicuna2024.0781.65
Flan-T5 + promptModel Parameters=11B2024.0775.28
Flan-T5 + THORModel Parameters=11B2024.0773.03
BERT Asp + SCAPTModel Parameters=110M2024.0772.28
T5 Base + ABSA-ESAModel Parameters=220M2024.0770.78
Flan-T5 + THORModel Parameters=250M2024.0768.54
BERT + RGATModel Parameters=110M2024.0767.79
BERT Asp + CEPTModel Parameters=110M2024.0767.79
Flan-T5 + RVISAgModel Parameters=250M, Rationale=GPT-3.52024.0766.67
BERT + ADA+Model Parameters=110M2024.0765.92
Flan-T5 + RVISAvModel Parameters=250M, Rationale=Vicuna2024.0765.92
BERT + SPC+Model Parameters=110M2024.0765.54
Flan-T5 + promptModel Parameters=250M2024.0765.17