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cs.CL2025
Agentic Reinforcement Learning for Search Misaligns Instruction-Tuning
Yushi Yang, Shreyansh Padarha, Sarah Ball +2
Agentic reinforcement learning (RL) trains large language models to use tools, but its impact on alignment is poorly understood. We study how agentic RL for search affects the alig…
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…