End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs

End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs

15 September 2021

Shantanu Agarwal

Sachindra Joshi

Papers citing "End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs"

15 / 15 papers shown

Title
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction Sergio Burdisso S. Madikeri P. Motlícek 39 1 0 24 Oct 2024
DFlow: Diverse Dialogue Flow Simulation with Large Language Models Wanyu Du Song Feng James Gung Lijia Sun Yi Zhang Saab Mansour Yanjun Qi 52 0 0 18 Oct 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 56 7 0 17 Jul 2024
Towards a Zero-Data, Controllable, Adaptive Dialog System Dirk Vath Lindsey Vanderlyn Ngoc Thang Vu 47 2 0 26 Mar 2024
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models Zhiyuan Hu Chumin Liu Xidong Feng Yilun Zhao See-Kiong Ng A. Luu Junxian He Pang Wei Koh Bryan Hooi LRM 58 11 0 05 Feb 2024
TOD-Flow: Modeling the Structure of Task-Oriented Dialogues Sungryull Sohn Yiwei Lyu Anthony Z. Liu Lajanugen Logeswaran Dong-Ki Kim Dongsub Shim Honglak Lee 28 3 0 07 Dec 2023
CESAR: Automatic Induction of Compositional Instructions for Multi-turn Dialogs Taha İbrahim Aksu Devamanyu Hazarika Shikib Mehri Seokhwan Kim Dilek Z. Hakkani-Tür Yang Liu Mahdi Namazifar 33 2 0 29 Nov 2023
Turning Flowchart into Dialog: Augmenting Flowchart-grounded Troubleshooting Dialogs via Synthetic Data Generation Haolan Zhan Sameen Maruf Lizhen Qu Yufei Wang Ingrid Zukerman Gholamreza Haffari 35 1 0 02 May 2023
Conversational Tree Search: A New Hybrid Dialog Task Dirk Vath Lindsey Vanderlyn Ngoc Thang Vu 51 7 0 17 Mar 2023
A Major Obstacle for NLP Research: Let's Talk about Time Allocation! Katharina Kann Shiran Dudy Arya D. McCarthy 25 1 0 30 Nov 2022
TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation Lorenz Stangier Ji-Ung Lee Yuxi Wang Marvin Müller Nicholas R. J. Frick J. Metternich Iryna Gurevych 24 3 0 16 Aug 2022
CookDial: A dataset for task-oriented dialogs grounded in procedural documents Yiwei Jiang Klim Zaporojets Johannes Deleu Thomas Demeester Chris Develder 6 9 0 17 Jun 2022
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning Prakhar Gupta Cathy Jiao Yi-Ting Yeh Shikib Mehri M. Eskénazi Jeffrey P. Bigham ALM 44 47 0 25 May 2022
Knowledge-Grounded Dialogue Generation with Pre-trained Language Models Xueliang Zhao Wei Wu Can Xu Chongyang Tao Dongyan Zhao Rui Yan 191 192 0 17 Oct 2020
Disentangling Language and Knowledge in Task-Oriented Dialogs Dinesh Raghu Nikhil Gupta Mausam 29 41 0 03 May 2018