3 papers
cs.CL2026
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections
Łukasz Borchmann, Jordy Van Landeghem, Michał Turski +12
Multimodal agents offer a promising path to automating complex document-intensive workflows. Yet, a critical question remains: do these agents demonstrate genuine strategic reasoni…
cs.AI2025
Enhancing Reasoning Capabilities in SLMs with Reward Guided Dataset Distillation
Shreyansh Padarha
The push to compress and impart the proficiency of Large Language Models (LLMs) into more deployable and efficient Small Language Models (SLMs) has benefited from improvements in k…
physics.soc-ph2025
Party Ideologies and Political Polarization-Driven Conflicts: A Study of the Global South
Shreyansh Padarha
Post-World War II armed conflicts have often been viewed with higher scrutiny in order to avoid a full-scale global war. This scrutiny has led to the establishment of determinants…