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cs.CL2026
Pretrained Multilingual Transformers Reveal Quantitative Distance Between Human Languages
Yue Zhao, Jiatao Gu, Paloma Jeretič +1
Understanding the distance between human languages is central to linguistics, anthropology, and tracing human evolutionary history. Yet, while linguistics has long provided rich qu…
cs.CL2024
Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment
Mingzhi Wang, Chengdong Ma, Qizhi Chen +7
Self-play methods have demonstrated remarkable success in enhancing model capabilities across various domains. In the context of Reinforcement Learning from Human Feedback (RLHF),…