2 papers
cs.LG2026
Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control
Julian Skifstad, Xinyue Annie Yang, Glen Chou
Inference-time LLM alignment methods, particularly activation steering, offer an alternative to fine-tuning by directly modifying activations during generation. Existing methods, h…
cs.SD2024
MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion
Shulei Ji, Xinyu Yang
Generating music with emotion is an important task in automatic music generation, in which emotion is evoked through a variety of musical elements (such as pitch and duration) that…