CLNov 23, 2023
DaG LLM ver 1.0: Pioneering Instruction-Tuned Language Modeling for Korean NLP
Dongjun Jang, Sangah Lee, Sungjoo Byun, Jinwoong Kim, Jean Seo, Minseok Kim, Soyeon Kim, Chaeyoung Oh, Jaeyoon Kim, Hyemi Jo, Hyopil Shin
arXiv:2311.13784v1h-index: 5
Originality Synthesis-oriented
AI Analysis
This addresses the need for improved Korean NLP tools, but it appears incremental as it applies existing fine-tuning methods to a specific language.
The paper tackles the problem of developing a specialized language model for Korean by fine-tuning through Instruction Tuning across 41 tasks in 13 categories, resulting in the DaG LLM version 1.0.
This paper presents the DaG LLM (David and Goliath Large Language Model), a language model specialized for Korean and fine-tuned through Instruction Tuning across 41 tasks within 13 distinct categories.