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cs.CL2026
SelFusion: Self-distillation for Diffusion Language Models
Hyeongsoo Lim, Jinyoung Kim, Eunseo Seo +2
Diffusion language models (DLMs) alleviate the inherent latency bottleneck of autoregressive (AR) large language models (LLMs), but their degraded generation quality limits practic…
cs.CL2026
KoALa-Bench: Evaluating Large Audio Language Models on Korean Speech Understanding and Faithfulness
Jinyoung Kim, Hyeongsoo Lim, Eunseo Seo +4
Recent advances in large audio language models (LALMs) have enabled multilingual speech understanding. However, benchmarks for evaluating LALMs remain scarce for non-English langua…