14 citations · 18 across the 3 of their papers we have counts for
3 papers
cs.CL2022★ 1 cited
Schema Encoding for Transferable Dialogue State Tracking
Hyunmin Jeon, Gary Geunbae Lee
Dialogue state tracking (DST) is an essential sub-task for task-oriented dialogue systems. Recent work has focused on deep neural models for DST. However, the neural models require…
cs.CL2021★ 3 cited
DORA: Toward Policy Optimization for Task-oriented Dialogue System with Efficient Context
Hyunmin Jeon, Gary Geunbae Lee
Recently, reinforcement learning (RL) has been applied to task-oriented dialogue systems by using latent actions to solve shortcomings of supervised learning (SL). In this paper, w…
cs.CL2021★ 14 cited
Domain State Tracking for a Simplified Dialogue System
Hyunmin Jeon, Gary Geunbae Lee
Task-oriented dialogue systems aim to help users achieve their goals in specific domains. Recent neural dialogue systems use the entire dialogue history for abundant contextual inf…