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cs.CL2025
Next Token Perception Score: Analytical Assessment of your LLM Perception Skills
Yu-Ang Cheng, Leyang Hu, Hai Huang +1
Autoregressive pretraining has become the de facto paradigm for learning general-purpose representations in large language models (LLMs). However, linear probe performance across d…
cs.CL2024
DROJ: A Prompt-Driven Attack against Large Language Models
Leyang Hu, Boran Wang
Large Language Models (LLMs) have demonstrated exceptional capabilities across various natural language processing tasks. Due to their training on internet-sourced datasets, LLMs c…