Publications

2026

Towards Reliable LLM Grading Through Self-Consistency and Selective Human Review: Higher Accuracy, Less Work

Luke Korthals, Emma Akrong, Gali Geller, Hannes Rosenbusch, Raoul Grasman, and Ingmar Visser

Machine Learning and Knowledge Extraction, 8(3), 74.

Abstract page Publisher Project page

2026

Eye movement benchmark data for smooth-pursuit classification

Luke Korthals, Ingmar Visser, and Šimon Kucharský

Scientific Data, 13, 375.

Abstract page Publisher Project page

2026

Are Some Books Better Than Others? An Analysis of Reader Responses

Hannes Rosenbusch and Luke Korthals

Journal of Computational Literary Studies, 3.

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2025

Grading University Students with LLMs: Performance and Acceptance of a Canvas-Based Automation

Luke Korthals, Hannes Rosenbusch, Raoul Grasman, and Ingmar Visser

Artificial Intelligence in Education, CCIS 2591, pp. 36-43.

Abstract page Publisher Project page

2025

Informative data visualization with raincloud plots in JASP

Vincent L. Ott, Don van den Bergh, Bruno Boutin, Johnny van Doorn, František Bartoš, Nicholas Judd, Jordy van Langen, Luke Korthals, Rogier Kievit, Laura Groot, and Eric-Jan Wagenmakers

Behavior Research Methods, 57, Article 265.

Abstract page Publisher Project page