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cs.CL2026
Reader Proficiency Shapes Layer-wise Surprisal Profiles
Akio Hayakawa, Horacio Saggion
Reading behaviour varies not only with linguistic input, but also with reader proficiency. In this study, we investigate whether the layer-wise relationship between surprisal from…
cs.CL2026
Reinforcement Learning for improving Large Language Models' Catalan text simplification capabilities
Arnau Ayguadé Domingo, Stefan Bott, Horacio Saggion
Although automatic text simplification (ATS) is critical for accessibility, its progress has not matched the rapid evolution of broader natural language processing techniques. This…
cs.CL2026
SimpCue: Cue-Based Prompting for Multilingual Text Simplification
Mehrzad Tareh, Horacio Saggion, Stefan Bott
Text simplification aims to make complex texts easier to understand while preserving their original meaning. Recent large language models can perform simplification through prompti…