LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue
Policy Optimization

LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization

18 November 2020

Christian Geishauser

Carel van Niekerk

Papers citing "LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization"

11 / 11 papers shown

Title
Contextual Data Augmentation for Task-Oriented Dialog Systems Dustin Axman Avik Ray Shubham Garg Jing Huang 29 2 0 16 Oct 2023
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems Willy Chung Samuel Cahyawijaya Bryan Wilie Holy Lovenia Pascale Fung 27 5 0 13 Oct 2023
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format Qi Zhu Christian Geishauser Hsien-Chin Lin Carel van Niekerk Baolin Peng ... Dazhen Wan Xiaochen Zhu Jianfeng Gao Milica Gavsić Minlie Huang 56 23 0 30 Nov 2022
KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning Xiao Yu Qingyang Wu Kun Qian Zhou Yu OffRL 21 11 0 30 Nov 2022
UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs Yunyi Yang Hong Ding Qing Liu Xiaojun Quan 42 1 0 15 Sep 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 31 60 0 14 Sep 2022
Dialogue Evaluation with Offline Reinforcement Learning Nurul Lubis Christian Geishauser Hsien-Chin Lin Carel van Niekerk Michael Heck Shutong Feng Milica Gavsić OffRL 27 4 0 02 Sep 2022
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog Haipeng Sun Junwei Bao Youzheng Wu Xiaodong He 18 30 0 05 May 2022
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue I. Casanueva Ivan Vulić Georgios P. Spithourakis Paweł Budzianowski 29 10 0 27 Apr 2022
What Does The User Want? Information Gain for Hierarchical Dialogue Policy Optimisation Christian Geishauser Songbo Hu Hsien-Chin Lin Nurul Lubis Michael Heck Shutong Feng Carel van Niekerk Milica Gavsić OffRL 13 3 0 15 Sep 2021
Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog Systems Hong Liu Yucheng Cai Zhenru Lin Zhijian Ou Yi Huang Junlan Feng DRL VLM BDL 34 18 0 09 Sep 2021