Showing 2026Show all
2 papers · 1 filter
cs.LG2026
Making the Most of Limited Data: Score-Aware Training for Text-to-Music Generation
Yun-Chen Cheng, Tzu-Hung Huang, Chih-Pin Tan
State-of-the-art text-to-music generation systems rely on massive proprietary datasets and industrial-scale compute, making it impossible to disentangle architectural contributions…
cs.LG2026
Score Decoder: A Unified View of Unsupervised Inference-Time Scaling for Hallucination Mitigation
Yun-Chen Cheng, Che-Yu Lin, Cheng-Lin Yang
Large language models hallucinate even when the answer lies within their parameters. While inference-time scaling can surface this latent knowledge, the most effective methods requ…