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Sentiment and topic classification on Financial phrasebank (FP) (test)

43.3Macro F1RoBERTa-large (Domain-context Calibration)
32.06834.98437.940.816May 28, 2023

Evaluation results

MethodLinks
RoBERTa-large (Domain-context Calibration)Model=RoBERTa-large, Setting=DC, Evaluation protocol=Zero-shot prompting2023.0543.3
RoBERTa-large (Context Calibration)Model=RoBERTa-large, Setting=CC, Evaluation protocol=Zero-shot prompting2023.0540
RoBERTa-large (Original)Model=RoBERTa-large, Setting=Original, Evaluation protocol=Zero-shot prompting2023.0532.5