8 citations · 16 across the 6 of their papers we have counts for
6 papers
A Practical Approach for Building Production-Grade Conversational Agents with Workflow Graphs
Chiwan Park, Wonjun Jang, Daeryong Kim +8
The advancement of Large Language Models (LLMs) has led to significant improvements in various service domains, including search, recommendation, and chatbot applications. However,…
Practical and Reproducible Symbolic Music Generation by Large Language Models with Structural Embeddings
Seungyeon Rhyu, Kichang Yang, Sungjun Cho +3
Music generation introduces challenging complexities to large language models. Symbolic structures of music often include vertical harmonization as well as horizontal counterpoint,…
A Technical Report for Polyglot-Ko: Open-Source Large-Scale Korean Language Models
Hyunwoong Ko, Kichang Yang, Minho Ryu +5
Polyglot is a pioneering project aimed at enhancing the non-English language performance of multilingual language models. Despite the availability of various multilingual models su…
APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets
Kichang Yang, Wonjun Jang, Won Ik Cho
In hate speech detection, developing training and evaluation datasets across various domains is the critical issue. Whereas, major approaches crawl social media texts and hire crow…
Transformer-based Korean Pretrained Language Models: A Survey on Three Years of Progress
Kichang Yang
With the advent of Transformer, which was used in translation models in 2017, attention-based architectures began to attract attention. Furthermore, after the emergence of BERT, wh…
Revisiting Modularized Multilingual NMT to Meet Industrial Demands
Sungwon Lyu, Bokyung Son, Kichang Yang +1
The complete sharing of parameters for multilingual translation (1-1) has been the mainstream approach in current research. However, degraded performance due to the capacity bottle…