no code implementations • 19 Sep 2023 • Kisu Yang, Yoonna Jang, Taewoo Lee, Jinwoo Seong, Hyungjin Lee, Hwanseok Jang, Heuiseok Lim
This work presents KoBigBird-large, a large size of Korean BigBird that achieves state-of-the-art performance and allows long sequence processing for Korean language understanding.
no code implementations • 29 Sep 2021 • Seolhwa Lee, Kisu Yang, Chanjun Park, João Sedoc, Heuiseok Lim
To the best of our knowledge, our approach is the first method to apply multi-task learning to the dialogue summarization task.
no code implementations • 27 Sep 2021 • Chanjun Park, Yoonna Jang, Seolhwa Lee, Jaehyung Seo, Kisu Yang, Heuiseok Lim
In this study, we propose PicTalky, which is an AI-based AAC system that helps children with language developmental disabilities to improve their communication skills and language comprehension abilities.
no code implementations • COLING 2020 • Jungwoo Lim, Dongsuk Oh, Yoonna Jang, Kisu Yang, Heuiseok Lim
CommonsenseQA is a task in which a correct answer is predicted through commonsense reasoning with pre-defined knowledge.
1 code implementation • 13 Aug 2019 • Taesun Whang, Dongyub Lee, Chanhee Lee, Kisu Yang, Dongsuk Oh, Heuiseok Lim
We focus on multi-turn response selection in a retrieval-based dialog system.
2 code implementations • 27 Jun 2019 • Kisu Yang, Dongyub Lee, Taesun Whang, Seolhwa Lee, Heuiseok Lim
We propose a contextual emotion classifier based on a transferable language model and dynamic max pooling, which predicts the emotion of each utterance in a dialogue.