Dataset · Hugging Face

CodeSoulco/TextInsightBench

Name: TextInsightBench
Creator: CodeSoulco
License: other
Keywords: task_categories:text-generation, language:en, license:other, size_categories:100K<n<1M, format:parquet, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, region:us, agent-evaluation, data-mining, evidence-grounding

TextInsightBench English | 简体中文 A natural-language data-mining benchmark for agents: 50 tasks, 435,000 task documents and 944,468 unlabeled learning documents. Each task provides 5,000 or 10,000 texts and a research objective. Agents choose the patterns, populations and comparisons to investigate, then submit up to three findings with complete document assignments, exact quotations, statistics, counterexamples and limitations. Any analysis method is allowed. Contents… See the full description on the dataset page: https://huggingface.co/datasets/CodeSoulco/TextInsightBench.

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Author / organization	CodeSoulco
License (as declared)	other
Downloads	305 (as reported by Hugging Face)
Likes	0
Created	10 September 2026
Last updated at source	18 September 2026

agent-evaluationdata-miningevidence-grounding

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