PALM: Point-in-Time Adaptation for Financial Language Models
arXiv:2609.30316v1 Announce Type: new Abstract: Language models used in financial backtests suffer from look-ahead bias, as a model trained on text published after the study period has already observed the outcomes it is asked to predict. To handle this issue, point-in-time (PIT) language models ar…
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- 2026-09-28 04:00 · arXiv cs.LG
PALM: Point-in-Time Adaptation for Financial Language Models