Fine-tuned from yiyanghkust/finbert-tone 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
2.6203	0.5845	0.5771	0.5838

Usage

python

from transformers import pipeline
clf = pipeline("text-classification", model="LorenzoAleCon29/finbert-tone-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