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cs.AI2026
Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches
Teddy Ferdinan, BartÅomiej Koptyra, MikoÅaj Langner +42
While Reasoning Language Models (RLMs) are rapidly emerging as powerful tools for scientific research, their impact is primarily concentrated in "hard science" fields. The slow --…
cs.AI2026
PRAIB: Peer Review AI Benchmark of Behaviour of LLM-Assisted Reviewing
Krzysztof Żurawicki, Julia Farganus, Arkadiusz GaweŠ+2
The growing number of submitted papers has motivated the exploration of Large Language Models (LLMs) as a means to support and augment the peer review process, particularly in term…
cs.AI2026
Geometry of Knowledge Allows Extending Diversity Boundaries of Large Language Models
Mateusz BystroÅski, Doheon Han, Nitesh V. Chawla +1
Starting from the hypothesis that knowledge in semantic space is organized along structured manifolds, we argue that this geometric structure renders the space explorable. By trave…