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cs.CL2026
Automated Textbook Auditing with Multi-Agent LLM Systems
Ciprian Cristescu, Adrian-Marius Dumitran, Angela-Liliana Dumitran +1
Ensuring the quality of educational materials requires more than standard proofreading: textbooks must be audited for factual accuracy, domain-specific technical correctness, and l…
cs.CL2026
MuTSE: A Human-in-the-Loop Multi-use Text Simplification Evaluator
Rares-Alexandru Roscan, Gabriel Petre1, Adrian-Marius Dumitran +1
As Large Language Models (LLMs) become increasingly prevalent in text simplification, systematically evaluating their outputs across diverse prompting strategies and architectures…