2 papers
cs.CL2026
UniSteer: Text-Guided Flow Matching in Activation Space for Versatile LLM Steering
Yingdong Shi, Ruiming Zhang, Changming Li +4
Activation-based control steers large language models (LLMs) by intervening on their internal representations during inference, and has emerged as an effective paradigm for control…
cs.SD2025
No Free Lunch from Audio Pretraining in Bioacoustics: A Benchmark Study of Embeddings
Chenggang Chen, Zhiyu Yang
Bioacoustics, the study of animal sounds, offers a non-invasive method to monitor ecosystems. Extracting embeddings from audio-pretrained deep learning (DL) models without fine-tun…