PALM: Point-in-Time Adaptation for Financial Language Models
cs.LG, cs.CL, q-fin.CP
Submitted: 2026-09-02
Updated: 2026-09-02
Code: https://github.com/seunghan96/palm
Terminology
Sources
- Assessing Look-Ahead Bias in Stock Return Predictions Generated By GPT Sentiment Analysis
- Chronologically Consistent Large Language Models
- Instruction Tuning Chronologically Consistent Language Models
- Scaling Point-in-Time Language Models
- Summoning the Oracle to Slay It: Mitigating Look-Ahead Bias in Financial Backtesting with Large Language Models
- BloombergGPT: A Large Language Model for Finance
- DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining
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