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cs.CL2026
Hallucination Detection in Large Language Models Using Diversion Decoding
Basel Abdeen, S M Tahmid Siddiqui, Meah Tahmeed Ahmed +4
Large language models (LLMs) have emerged as a powerful tool for retrieving knowledge through seamless, human-like interactions. Despite their advanced text generation capabilities…
cs.CL2025
PPSEBM: An Energy-Based Model with Progressive Parameter Selection for Continual Learning
Xiaodi Li, Dingcheng Li, Rujun Gao +3
Continual learning remains a fundamental challenge in machine learning, requiring models to learn from a stream of tasks without forgetting previously acquired knowledge. A major o…