DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable
Task-Oriented Dialogue Systems

DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems

1 August 2023

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Papers citing "DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems"

16 / 16 papers shown

Title
KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning Xiao Yu Qingyang Wu Kun Qian Zhou Yu OffRL 70 12 0 30 Nov 2022
GODEL: Large-Scale Pre-Training for Goal-Directed Dialog Baolin Peng Michel Galley Pengcheng He Chris Brockett Lars Liden E. Nouri Zhou Yu Bill Dolan Jianfeng Gao VLM 77 75 0 22 Jun 2022
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog Haipeng Sun Junwei Bao Youzheng Wu Xiaodong He 54 31 0 05 May 2022
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang 217 193 0 29 Sep 2021
Shades of BLEU, Flavours of Success: The Case of MultiWOZ Tomás Nekvinda Ondrej Dusek 65 59 0 10 Jun 2021
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2 Yunyi Yang Yunhao Li Xiaojun Quan 84 191 0 07 Dec 2020
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization Nurul Lubis Christian Geishauser Michael Heck Hsien-Chin Lin Marco Moresi Carel van Niekerk Milica Gavsić OffRL 48 40 0 18 Nov 2020
MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines Xiaoxue Zang Abhinav Rastogi Srinivas Sunkara Raghav Gupta Jianguo Zhang Jindong Chen 71 279 0 10 Jul 2020
Recipes for building an open-domain chatbot Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 125 1,014 0 28 Apr 2020
Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang Junfeng Tian Rui Wang Xiaojun Quan Jianxing Yu 71 60 0 26 Apr 2020
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 198 1,527 0 01 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 488 20,342 0 23 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,316 0 27 Aug 2019
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models Tiancheng Zhao Kaige Xie M. Eskénazi 78 142 0 23 Feb 2019
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 192 1,324 0 29 Sep 2018
Microsoft Dialogue Challenge: Building End-to-End Task-Completion Dialogue Systems Xiujun Li Yu Wang Siqi Sun Sarah Panda Jingjing Liu Jianfeng Gao LMTD 45 104 0 29 Jul 2018