The RISE Humanities Data Benchmark: From Anecdote to Evidence

The RISE Humanities Data Benchmark replaces anecdotal model selection with systematic evidence by testing a wide range of large language models across diverse humanities datasets, revealing that no single model dominates, cost differences between similarly performing models can be dramatic, and that the process of making evaluative standards explicit is itself a key benefit for research projects.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-20
DOI
https://doi.org/10.5281/zenodo.19659372
Primary Topic
Digital Humanities and Scholarship
Type
article
Field-Weighted Citation Impact
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article

The RISE Humanities Data Benchmark: From Anecdote to Evidence

Maximilian Hindermann, Sorin Marti
Zenodo (CERN European Organization for Nuclear Research)
Digital Humanities and Scholarship
article

The RISE Humanities Data Benchmark: From Anecdote to Evidence

Maximilian Hindermann, Sorin Marti
article en

Abstract

The RISE Humanities Data Benchmark replaces anecdotal model selection with systematic evidence by testing a wide range of large language models across diverse humanities datasets, revealing that no single model dominates, cost differences between similarly performing models can be dramatic, and that the process of making evaluative standards explicit is itself a key benefit for research projects.

Zenodo (CERN European Organization for Nuclear Research)
University of Basel (CH)
Quality Education
Openalex Percentile: Top 3%
Digital Humanities and Scholarship
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