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Samuel Chaineau

samchain

samchain

AI & ML interests

Economist turned into NLP Data Scientist ... Want to be a NLPconomist !

Recent Activity

new activity about 1 month ago

nuvocare/WikiMedical_sent_bert:Adding `safetensors` variant of this model

new activity about 1 month ago

samchain/economics-relevance:[bot] Conversion to Parquet

updated a collection about 1 month ago

NLP for Economics 1.2

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posted an update about 1 month ago

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834

NLP for Economics 1.2 is out !

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

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posted an update 2 months ago

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1839

NLP for economics 1.1 is out !

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 !