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finance-nlp

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Production-style transformer explainability platform extending CS50AI Attention with BERT masked-token prediction, attention maps, financial NLP, embeddings, FastAPI, Streamlit, Docker, tests, offline-safe demos, model comparison, token insights, and deploy-ready docs.

  • Updated May 23, 2026
  • Python

Rigorous evaluation of contextual retrieval techniques on FinanceBench: comparing 5 embedders × 4 chunking strategies with bootstrapped confidence intervals on FinMTEB and FinanceBench.

  • Updated May 12, 2026
  • Jupyter Notebook

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