LLM economic-data memorization (paper version) is released by The Fin AI for research. Access is granted automatically after you complete this short form.

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LLM economic-data memorization (paper version)

🌐 The Fin AI

Year-by-year (1999–2026) probes of whether LLMs have memorized economic data; the version used in the accompanying paper (under review). The authors have not yet specified a license for this dataset; treat it as research-only until clarified, and respect the terms of the original sources.


Task	memorization probe over economic data by year
Language	en
License	other (unspecified)

Quick Start

from datasets import load_dataset

ds = load_dataset("TheFinAI/llm-econ-memorization-paper", split="1999")
print(ds[0])

Split	Rows
`1999`	492
`2000`	508
`2001`	508
`2002`	508
`2003`	508
`2004`	513
`2005`	520
`2006`	520
`2007`	520
`2008`	520
`2009`	520
`2010`	527
`2011`	532
`2012`	540
`2013`	544
`2014`	544
`2015`	544
`2016`	544
`2017`	544
`2018`	544
`2019`	544
`2020`	544
`2021`	544
`2022`	544
`2023`	544
`2024`	544
`2025`	542
`2026`	225

Columns: id, task, cutoff_split, year, period, variable, data_name, system, prompt, answer, answer_type, meta_json

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