3 papers
cs.CL2026
HALT: Hallucination Assessment via Log-probs as Time series
Ahmad Shapiro, Karan Taneja, Ashok Goel
Hallucinations remain a major obstacle for large language models (LLMs), especially in safety-critical domains. We present HALT (Hallucination Assessment via Log-probs as Time seri…
q-bio.TO2025
Investigating the Correlation between Force Output, Strains, and Pressure for Active Skeletal Muscle Contractions
Karan Taneja, Xiaolong He, Chung-Hao Lee +4
Measuring the forces of individual muscles in a muscle group around a joint is non-trivial, and researchers have suggested using surrogates for individual muscle forces instead. Tr…
cs.LG2024
Can Active Label Correction Improve LLM-based Modular AI Systems?
Karan Taneja, Ashok Goel
Modular AI systems can be developed using LLM-prompts-based modules to minimize deployment time even for complex tasks. However, these systems do not always perform well and improv…