Search Results for author: San Kim

Found 4 papers, 2 papers with code

A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue Systems

1 code implementation Findings (EMNLP) 2021 San Kim, Jin Yea Jang, Minyoung Jung, Saim Shin

Through experiments with a Korean dialogue system, this paper proves that the performance of a non-English dialogue system can be improved by utilizing English knowledge, highlighting the system uses cross-lingual knowledge.

Language Modelling Response Generation

BPM_MT: Enhanced Backchannel Prediction Model using Multi-Task Learning

no code implementations EMNLP 2021 Jin Yea Jang, San Kim, Minyoung Jung, Saim Shin, Gahgene Gweon

Backchannel (BC), a short reaction signal of a listener to a speaker’s utterances, helps to improve the quality of the conversation.

Language Modelling Multi-Task Learning

An Emotion-based Korean Multimodal Empathetic Dialogue System

no code implementations CAI (COLING) 2022 Minyoung Jung, Yeongbeom Lim, San Kim, Jin Yea Jang, Saim Shin, Ki-Hoon Lee

We propose a Korean multimodal dialogue system targeting emotion-based empathetic dialogues because most research in this field has been conducted in a few languages such as English and Japanese and in certain circumstances.

Learning Equi-angular Representations for Online Continual Learning

1 code implementation2 Apr 2024 Minhyuk Seo, Hyunseo Koh, Wonje Jeung, Minjae Lee, San Kim, Hankook Lee, Sungjun Cho, Sungik Choi, Hyunwoo Kim, Jonghyun Choi

Online continual learning suffers from an underfitted solution due to insufficient training for prompt model update (e. g., single-epoch training).

Continual Learning

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