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Andres Karjus

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#natural language process... Review Oct 2026

Large Language Models, Machine-Assisted Cultural Analytics, and the Agentic Turn

Technologies like large language models make it easier to convert cultural material into analyzable variables, while LLM-driven agentic systems extend machine assistance to other parts of the research workflow. Rather than a full how-to guide or an exhaustive review of recent LLM use cases, this chapter looks at some c...

Andres Karjus · 0 citations

Jul 2026

Student Evaluation of Repeated AI Feedback Across a Semester of Writing

Analysis of reflective essay-feedback-appraisal instances from 283 Estonian bachelor students across one semester contributes descriptive classroom evidence on integration of AI feedback - a fast and scalable way to provide immediate writing advice, but not a self-contained route to better reflection.

Andres Karjus, Janika Leoste, Tiia Õun · arXiv.org · 0 citations