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folktexts

Introduced by André F. Cruz et al. in Evaluating language models as risk scores19 Jul 2024 archive 2025-07-28

A collection of natural language prompt-completion pairs pertaining to multiple-choice Q&A on benchmark tasks based on US census products. Benchmark tasks are made available through a python package dubbed folktexts. The main goal is to serve as a basis to evaluate LLMs' capabilities of uncertainty quantification on uncertain outcomes, i.e., evaluating quantification of aleatoric uncertainty. This is essentially a natural-language version of the popular folktables tabular data package.

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 1 paper for it but never published that list.

Dataset loaders archive 2025-07-28

2 loaders as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

No task tagged in the archive.

License archive 2025-07-28

MIT

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • folktexts

1 variant name, as the archive lists them.

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