2 papers
cs.CL2026
Beyond the Mean: Three-Axis Fidelity for Aligning LLM-Based Survey Simulators from Small Pilot Data
Eun Cheol Choi, Youngrae Kim, Prabhu Pugalenthi +2
Large language models (LLMs) are increasingly used to simulate social survey responses, yet their outputs exhibit systematic biases: marginal distributions are skewed, response var…
cs.ET2026
Enhancing Road Safety: An IoT-Based Accident Detection and Prevention Mechanism
Prabhu Pugalenthi, Pramod Krishnaa Dhanbalan
Road traffic accidents remain a critical global crisis, consistently serving as a primary driver of preventable mortality and severe injury. These incidents are frequently precipit…