Chapter 10: Text Feature Engineering

Domain Adaptation vs. Task Fine-Tuning in Financial NLP intermediate

In financial NLP, the failure mode is often not the architecture but starting from the wrong checkpoint for the wrong stage.

In financial NLP, the failure mode is often not the architecture but starting from the wrong checkpoint for the wrong stage.

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References

FinBERT: Financial Sentiment Analysis with Pre-trained Language Models
Dogu Araci (2019)
Empirical Asset Pricing via Machine Learning
Shihao Gu, Bryan Kelly, Dacheng Xiu (2020) — The Review of Financial Studies