List your company

Sentiment and topic classification on SST-5 (test)

35.1Macro F1RoBERTa-large (Domain-context Calibration)
18.66822.93427.231.466May 28, 2023

Evaluation results

MethodLinks
RoBERTa-large (Domain-context Calibration)Model=RoBERTa-large, Setting=DC, Evaluation protocol=Zero-shot prompting2023.0535.1
RoBERTa-large (Original)Model=RoBERTa-large, Setting=Original, Evaluation protocol=Zero-shot prompting2023.0528.3
RoBERTa-large (Context Calibration)Model=RoBERTa-large, Setting=CC, Evaluation protocol=Zero-shot prompting2023.0519.3