This collection features two models: - EconoSentiment : a first version based on econo-sentence-v2 and trained on the Financial PhraseBank, showcasing great performances. - EconoDetect-US : a classifier to detect texts related to the US economy.
And two datasets: - economics-relevance : the HF version of the Kaggle dataset US Economics News - imf-weo-reports : A first version and gated dataset aggregating several World Economic Outlooks from the IMF
Following the 1.0 collection, I release the 1.1 version with an updated dataset for sentence similarity as well as a raw dataset from central bankers speeches.
The newest model is econo-sentence-v2 is a new version of a sentence-transformers model based on EconoBert ! It gets better results with a nuance on similarity.
If you're an economist looking for useful tools, don't hesitate to check it out !