LLMs

Process diagram of Stage 1 of the extraction pipeline: preprocessing, chunking, LLM extraction and validation, sampling and evaluation, with a human expert reviewing.
New chapter: From Source …

Extracting structured knowledge graphs from unstructured historical texts is precise but slow when done by hand, and hard to automate without losing the nuances of historical sources. This chapter presents a two-stage computational pipeline — open information extraction followed by LLM-based …

Dark topic map of the genetic engineering discourse with colored document clusters and German topic labels.
New chapter: Large …

Bringing large language models into a shared research workflow raises different questions for historians, political scientists, and digital humanists working together. Drawing on the project “Analysis of narratives in the genetic engineering discourse,” this chapter reflects on extending …