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Hyeongsoo Lim

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#artificial intelligence Mar 2026

KoALa-Bench: Evaluating Large Audio Language Models on Korean Speech Understanding and Faithfulness

This paper introduces KoALa-Bench, a comprehensive benchmark for evaluating Korean speech understanding and speech faithfulness of LALMs, and incorporates listening questions from the Korean college scholastic ability test as well as content covering Korean cultural domains.

Jinyoung Kim, Hyeongsoo Lim, Eunseo Seo et al. · arXiv.org · 0 citations

#small language model Conference Open access Aug 2026

SelFusion: Self-distillation for Diffusion Language Models

Experimental results on instruction-following tasks show that the proposed self-distillation framework, SelFusion, substantially outperforms other KD methods with external LLM and DLM teachers, providing a practical path toward improving DLM generation quality.

Hyeongsoo Lim, Jinyoung Kim, Eunjoo Seo et al. · Annual Meeting of the Associ... · 0 citations