2 papers
cs.CL2025
Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation
Ryota Miyano, Yuki Arase
This study proposes a simple yet effective LoRA merge method to achieve LLM adaptation for low-resource language generation tasks. The LoRA merge technique, which integrates multip…
cs.CL2023
Unbalanced Optimal Transport for Unbalanced Word Alignment
Yuki Arase, Han Bao, Sho Yokoi
Monolingual word alignment is crucial to model semantic interactions between sentences. In particular, null alignment, a phenomenon in which words have no corresponding counterpart…