7 citations · 9 across the 7 of their papers we have counts for
7 papers
An Empirical Study of On-Device Translation for Real-Time Live-Stream Chat on Mobile Devices
Jeiyoon Park, Daehwan Lee, Changmin Yeo +2
Despite its efficiency, there has been little research on the practical aspects required for real-world deployment of on-device AI models, such as the device's CPU utilization and…
Dynamic Context Adaptation for Consistent Role-Playing Agents with Retrieval-Augmented Generations
Jeiyoon Park, Yongshin Han, Minseop Kim +1
Building role-playing agents (RPAs) that faithfully emulate specific characters remains challenging because collecting character-specific utterances and continually updating model…
ChatLang-8: An LLM-Based Synthetic Data Generation Framework for Grammatical Error Correction
Jeiyoon Park, Chanjun Park, Heuiseok Lim
We explore and improve the capabilities of LLMs to generate data for grammatical error correction (GEC). When merely producing parallel sentences, their patterns are too simplistic…
CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents
Jeiyoon Park, Chanjun Park, Heuiseok Lim
The recent introduction of the Assistants API highlights its potential for large language models (LLMs) in role-playing agents (RPA). However, maintaining consistent character pers…
Analysis of Utterance Embeddings and Clustering Methods Related to Intent Induction for Task-Oriented Dialogue
Jeiyoon Park, Yoonna Jang, Chanhee Lee +1
The focus of this work is to investigate unsupervised approaches to overcome quintessential challenges in designing task-oriented dialog schema: assigning intent labels to each dia…
Multimodal Frame-Scoring Transformer for Video Summarization
Jeiyoon Park, Kiho Kwoun, Chanhee Lee +1
As the number of video content has mushroomed in recent years, automatic video summarization has come useful when we want to just peek at the content of the video. However, there a…
Variational Reward Estimator Bottleneck: Learning Robust Reward Estimator for Multi-Domain Task-Oriented Dialog
Jeiyoon Park, Chanhee Lee, Kuekyeng Kim +1
Despite its notable success in adversarial learning approaches to multi-domain task-oriented dialog system, training the dialog policy via adversarial inverse reinforcement learnin…