Modelpublic

LorenzoAleCon29/roberta-large-dapt-fomc-hawkish-dovish

sourceHugging Faceupdated 2mo agoView on Hugging Face

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Model Card

roberta-large-dapt - ECB hawkish/dovish/neutral classifier

Fine-tuned from LorenzoAleCon29/roberta-large-ECB-dapt on annotated ECB communication (press conference statements, speeches and monetary-policy statements). Labels: dovish, neutral, hawkish.

Test-set performance

loss	accuracy	f1 macro	f1 weighted
2.1546	0.6264	0.6274	0.6331

Usage

python

from transformers import pipeline
clf = pipeline("text-classification", model="LorenzoAleCon29/roberta-large-dapt-fomc-hawkish-dovish")
clf("Inflationary pressures warrant a tightening of the policy stance.")

Training curves, trainer states and full reports: https://github.com/LorenzoAlessandro/BdF-Project