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cs.CL2026
DLLM-JEPA: Joint Embedding Predictive Architectures for Masked Diffusion Language Models
Sangdae Nam
Joint Embedding Predictive Architectures (JEPAs) have reshaped self-supervised representation learning in vision. The recent LLM-JEPA ported JEPA to autoregressive language models…
cs.CL2024
Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once?
Guijin Son, Sangwon Baek, Sangdae Nam +2
Large language models (LLMs) are typically prompted to follow a single instruction per inference call. In this work, we analyze whether LLMs also hold the capability to handle mult…