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cs.CL2026
DiSCo: A Distribution-First Steering and Cultural Prior Evaluation Framework for Measuring Cultural Preference Bias in LLMs
Bhuvan Arora, Devesh Saraogi, Sravya Varada +1
Large language models (LLMs) are increasingly deployed in globally used assistants, yet their default choices in culturally grounded everyday situations can systematically favour s…
cs.CL2025
Evaluating Novelty in AI-Generated Research Plans Using Multi-Workflow LLM Pipelines
Devesh Saraogi, Rohit Singhee, Dhruv Kumar
The integration of Large Language Models (LLMs) into the scientific ecosystem raises fundamental questions about the creativity and originality of AI-generated research. Recent wor…