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Mustafa Omer Gul

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#natural language process... Preprint Oct 2026

Towards User Simulators That Stay On Task And Still Sound Natural

Users increasingly rely on AI systems for extended, multi-turn tasks, yet evidence indicates that LLM-based system performance degrades over prolonged interaction. To evaluate and improve AI assistants in such settings, we need user simulators that faithfully follow complex user intents while exhibiting realistic conve...

Mustafa Omer Gul, Philippe Laban, Tanya Goyal et al. · 0 citations

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