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Author

Vera Demberg

2 papers indexed here

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#artificial intelligence Preprint Nov 2026

Must AI Spell It Out? Pragmatic Comprehension of Alerts in a Time-Critical Task

Assistive systems typically tell users everything, often spending time and attention on what a user already knows, leaving less for what happens next. People, on the other hand, leave out what they expect the listener can supply. Can people use their prior knowledge to understand an incomplete message when the speaker...

Anwesha Das, Vera Demberg, A. Feit · 0 citations
#artificial intelligence Preprint Oct 2026

Learning Perception to Action Rules through Reinforcement Learning for Theory-of-Mind Reasoning

This work generates concise rules that express relations between perception to action and uses Group Relative Policy Optimization (GRPO) to train Qwen2.5 and Llama3 models across four ToM benchmarks, suggesting that explicit rules help models bridge the reasoning gap in ToM and support knowledge transfer across models.

Soyoung Oh, Nursulu Sagimbayeva, N. Jennings et al. · 0 citations

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