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cs.AI2026
Subliminal Learning is Non-Semantic Distillation
Ethan Hadley, Eren Gultepe
Subliminal Learning (SL) is a surprising type of generalization displayed by modern language models. It allows the transfer of a bias or behavior from a teacher model to a student…
cs.CL2026
SPQ: An Ensemble Technique for Large Language Model Compression
Jiamin Yao, Eren Gultepe
This study presents an ensemble technique, SPQ (SVD-Pruning-Quantization), for large language model (LLM) compression that combines variance-retained singular value decomposition (…