Showing cs.CLShow all
3 papers · 1 filter
cs.CL2026
Vision-Braille: A Curriculum Learning Toolkit and Braille-Chinese Corpus for Braille Translation
Alan Wu, Ye Yuan, Zhiping Xiao +1
We present Vision-Braille, the first publicly available end-to-end system for translating Chinese Braille extracted from images into written Chinese. This system addresses the uniq…
cs.CL2025
A Survey on Efficient Large Language Model Training: From Data-centric Perspectives
Junyu Luo, Bohan Wu, Xiao Luo +8
Post-training of Large Language Models (LLMs) is crucial for unlocking their task generalization potential and domain-specific capabilities. However, the current LLM post-training…
cs.CL2025
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention
Jingyang Yuan, Huazuo Gao, Damai Dai +12
Long-context modeling is crucial for next-generation language models, yet the high computational cost of standard attention mechanisms poses significant computational challenges. S…