Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems

S Hu, H Zhou, M Hergul, M Gritta, G Zhang… - Transactions of the …, 2023 - direct.mit.edu
Creating high-quality annotated data for task-oriented dialog (ToD) is known to be
notoriously difficult, and the challenges are amplified when the goal is to create equitable …

DiactTOD: Learning generalizable latent dialogue acts for controllable task-oriented dialogue systems

Q Wu, J Gung, R Shu, Y Zhang - arxiv preprint arxiv:2308.00878, 2023 - arxiv.org
Dialogue act annotations are important to improve response generation quality in task-
oriented dialogue systems. However, it can be challenging to use dialogue acts to control …

Enhancing large language model induced task-oriented dialogue systems through look-forward motivated goals

Z Hu, Y Feng, Y Deng, Z Li, SK Ng, AT Luu… - arxiv preprint arxiv …, 2023 - arxiv.org
Recently, the development of large language models (LLMs) has been significantly
enhanced the question answering and dialogue generation, and makes them become …

[PDF][PDF] Dynamic Prompting: Large Language Models for Task Oriented Dialog

J Nehring, A Juneja, A Ahmad, R Roller, D Klakow - 2024 - ceur-ws.org
Abstract Large Language Models show impressive results in many different applications,
most notably in the context of questionanswering and open dialog situations. However, it is …