#language bias
topiclanguage bias
2 papers · 1 filter
physics.ed-ph2026
AI-based scoring systematically underestimates conceptual understanding of linguistically weak students' explanations in physics
Markus S. Feser, Paul L. Tschisgale
The study evaluates AI-based scoring of secondary students' physics explanations and finds that these systems systematically underestimate conceptual understanding for explanations…
cs.SE2026
Large Language Models for Code Generation from Multilingual Prompts: A Curated Benchmark and a Study on Code Quality
Saima Afrin, Alessandro Midolo, Camilo Escobar-Velásquez +5
The paper introduces a curated multilingual benchmark to study how the natural language of prompts influences code generation quality of large language models, evaluating functiona…