2 papers
cs.CL2026
SERC: LDPC-Inspired Semantic Error Correction for Retrieval-Augmented Generation
Gyumin Kim, Juhwan Park, Jaeha Kim +3
While Large Language Models (LLMs) have demonstrated remarkable capabilities, their reliability is significantly compromised by hallucinations. Existing intrinsic self-correction m…
cs.IT2023
Coded matrix computation with gradient coding
Kyungrak Son, Aditya Ramamoorthy
Polynomial based approaches, such as the Mat-Dot and entangled polynomial codes (EPC) have been used extensively within coded matrix computations to obtain schemes with good recove…