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cs.CL2026
Automated Gradient-Driven Parameter Sharing for Low-Resource Multilingual Speech-to-Text Translation
Ruiyan Sun, Satoshi Nakamura
In low-resource multilingual speech-to-text translation, uniform architectural sharing across languages frequently introduces representation conflicts that impede convergence. This…
cs.CL2025
Syntax-Guided Diffusion Language Models with User-Integrated Personalization
Ruqian Zhang, Yijiao Zhang, Juan Shen +2
Large language models have made revolutionary progress in generating human-like text, yet their outputs often tend to be generic, exhibiting insufficient structural diversity, whic…