Author

Hendrik Drachsler

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#natural language process... Preprint Oct 2026

Alice: A Large-Scale German Benchmark for Rubric-Based Multi-Dimensional Automatic Short Answer Scoring

Automatic Short Answer Scoring (ASAS) is central to NLP for Education. However, openly available benchmarks remain scarce, and existing datasets largely address how well students answer a question directly rather than how well they master underlying concepts (knowledge elements) such as thermal energy or epistemic acti...

Zhi-Fan Sun, Sebastian Gombert, Jannik Lossjew et al. · 1 citation

#natural language process... Preprint Oct 2026

Evaluating LLM-as-a-Judge Beyond Score Alignment: A Psychometric Analysis of Residual Judging Difficulty

Large language models (LLMs) are widely used as automatic judges, with validity typically assessed via alignment with human scores. However, aggregate agreement fails to reveal whether humans and LLMs find the same evaluation cases difficult. In this paper, we study this problem in summarization evaluation from a psych...

Longwei Cong, Sonja Hahn, Sebastian Gombert et al. · 0 citations