finbert - ECB hawkish/dovish/neutral classifier

Fine-tuned from ProsusAI/finbert 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
1.9325	0.6078	0.6054	0.6115

Usage

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

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Safetensors

Model size

0.1B params

Tensor type

F32

Model tree for LorenzoAleCon29/finbert-ecb-hawkish-dovish

Base model

ProsusAI/finbert

Finetuned

(106)

this model