LorenzoAleCon29/roberta-base-ecb-hawkish-dovish

roberta-base - ECB hawkish/dovish/neutral classifier

Fine-tuned from roberta-base 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
2.0651	0.5984	0.5983	0.5981

Usage

from transformers import pipeline
clf = pipeline("text-classification", model="LorenzoAleCon29/roberta-base-ecb-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