Anthology of Computers and the Humanities · Volume 3

How are Literary Histories written? An LLM-based Analysis of Objects and Perspectives in German Literary History

Evelyn Gius1 ORCID , Stefanie Messner1 ORCID and Axel Pichler2 ORCID

  • 1 Institute of Linguistics and Literary Studies, Technical University of Darmstadt, Darmstadt, Germany
  • 2 Department of German Studies, University of Vienna, Vienna, Austria

Permanent Link: https://doi.org/10.63744/cUQmTV3y3P8Z

Published: 21 November 2025

Keywords: literary history, classification, LLMs

Abstract

This contribution presents a case study on the LLM-based analysis of literary histories. For analyzing how literary historiography – i.e., the writing of a literary history – works, we examine both the objects mentioned in literary histories and the so called analytical perspective on them. With an iteratively improved pipeline based on the analysis of propositions, we use an LLM to analyze three German literary histories. We find some frequent combinations of objects and perspectives as well as a potential relation of their prominence to the overall direction of the literary history in question. Moreover, our findings show that the approach is promising for a more comprehensive analysis of literary historiography – a central practice for Literary Studies that is debated a lot, but rarely described as a method.