yusufizzetmurat/finbert-fed-adjacent

Artefact for the fed-pulse FOMC text analytics project.

• Source code: https://github.com/yusufizzetmurat/fed-pulse
• Live demo: https://fedpulse.yusufizzetmurat.com
• License: cc-by-4.0

Training corpus

FinBERT base + cross-bank pretraining substrate (samchain/BIS_speeches_97_23_MLM plus the gtfintechlab ECB / BoJ / BoE / BoC / RBA monetary-policy corpora reformatted as NSP pairs).

Training command

python -m app.data.continued_pretraining --substrate xbank_dapt --seed 11

Attribution

• Base model: ProsusAI/finbert (Araci, 2019).
• BIS speeches NSP pairs: samchain/BIS_speeches_97_23_MLM, redistributed from the Bank for International Settlements speeches archive.
• Cross-bank monetary-policy corpora: gtfintechlab multi-axis sentence datasets for the ECB, Bank of Japan, Bank of England, Bank of Canada, and Reserve Bank of Australia.