Zero/few-shot transfer to unseen services is a critical challenge in task-oriented dialogue
research. The Schema-Guided Dialogue (SGD) dataset introduced a paradigm for enabling …

This paper gives an overview of the Schema-Guided Dialogue State Tracking task of the 8th
Dialogue System Technology Challenge. The goal of this task is to develop dialogue state …

Process mining is an interdisciplinary field that combines Artificial Intelligence and Business
Process Management to extract insights from historical event data. Knowledge-intensive …

Task-oriented dialogue (TOD) systems are built to help users accomplish specific objectives.
However, even though ongoing reviews and improvements have been made to its …

Dialog State Tracking (DST) is one of the most crucial modules for goal-oriented dialogue
systems. In this paper, we introduce FastSGT (Fast Schema Guided Tracker), a fast and …

With the demanding need for deploying dialogue systems in new domains with less cost,
zero-shot dialogue state tracking (DST), which tracks user's requirements in task-oriented …

A session-based recommendation system recommends the next possible item for users by
learning the click session sequences of anonymous users. Considering the session data …

Task-oriented dialogue systems often employ a Dialogue State Tracker (DST) to
successfully complete conversations. Recent state-of-the-art DST implementations rely on …

Dialogue state tracking is an essential part of goal-oriented dialogue systems, while most of
these state tracking models often fail to handle unseen services. In this paper, we propose …

Recent LLM (Large Language Models) advancements benefit many fields such as
education and finance, but HR has hundreds of repetitive processes, such as access …