no code implementations • EMNLP 2020 • JaeHun Jung, Bokyung Son, Sungwon Lyu
Retrieving the proper knowledge relevant to conversational context is an important challenge in dialogue systems, to engage users with more informative response.
no code implementations • 22 Apr 2024 • Yukyung Lee, Soonwon Ka, Bokyung Son, Pilsung Kang, Jaewook Kang
Large Language Models (LLMs) have significantly impacted the writing process, enabling collaborative content creation and enhancing productivity.
no code implementations • 20 Dec 2022 • Jimin Hong, Jungsoo Park, Daeyoung Kim, Seongjae Choi, Bokyung Son, Jaewook Kang
With contrastive pre-training, sentence encoders are generally optimized to locate semantically similar samples closer to each other in their embedding spaces.
6 code implementations • 5 Feb 2021 • Wonjae Kim, Bokyung Son, Ildoo Kim
Vision-and-Language Pre-training (VLP) has improved performance on various joint vision-and-language downstream tasks.
Ranked #2 on Image Retrieval on PhotoChat
no code implementations • Findings of the Association for Computational Linguistics 2020 • Bokyung Son, Sungwon Lyu
Using a single encoder and decoder for all directions and training with English-centric data is a popular scheme for multilingual NMT.
no code implementations • EMNLP 2020 • Sungwon Lyu, Bokyung Son, Kichang Yang, Jaekyoung Bae
The complete sharing of parameters for multilingual translation (1-1) has been the mainstream approach in current research.