Soonwon Ka — accepted AI-conference papers

2025

Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models

Yukyung Lee, Soonwon Ka, Bokyung Son, Pilsung Kang, Jaewook Kang

NAACL 2025industry

Large Language Models (LLMs) have impacted the writing process, enhancing productivity by collaborating with humans in content creation platforms. However, generating high-quality, user-aligned text to satisfy real-world content creation needs remains challenging. We propose WritingPath, a framework…

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2023

HyperT5: Towards Compute-Efficient Korean Language Modeling

Dongju Park, Soonwon Ka, Kang Min Yoo, Gichang Lee, Jaewook Kang

ACL 2023industry

Pretraining and fine-tuning language models have become the standard practice in industrial natural language processing (NLP), but developing and deploying general-purpose language models without the abundant computation or data resources is a real-world issue faced by smaller organizations or commu…

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