Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog Systems

9 September 2021

Zhijian Ou

Papers citing "Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog Systems"

29 / 29 papers shown

Title
Whistle: Data-Efficient Multilingual and Crosslingual Speech Recognition via Weakly Phonetic Supervision Saierdaer Yusuyin Te Ma Hao Huang Wenbo Zhao Zhijian Ou 88 4 0 04 Jun 2024
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2 Yunyi Yang Yunhao Li Xiaojun Quan 68 190 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 41 40 0 18 Nov 2020
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning Yichi Zhang Zhijian Ou Huixin Wang Junlan Feng RALM 54 67 0 17 Sep 2020
ELITR Non-Native Speech Translation at IWSLT 2020 Dominik Machávcek Jonávs Kratochvíl Sangeet Sagar Matúvs vZilinec Ondrej Bojar T. Nguyen Felix Schneider P. Williams Yuekun Yao 36 11 0 05 Jun 2020
TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking Michael Heck Carel van Niekerk Nurul Lubis Christian Geishauser Hsien-Chin Lin Marco Moresi Milica Gavsić 63 221 0 06 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 83 528 0 02 May 2020
Paraphrase Augmented Task-Oriented Dialog Generation Silin Gao Yichi Zhang Zhijian Ou Zhou Yu 70 87 0 16 Apr 2020
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset Qi Zhu Kaili Huang Zheng Zhang Xiaoyan Zhu Minlie Huang 49 111 0 27 Feb 2020
Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue Byeongchang Kim Jaewoo Ahn Gunhee Kim BDL 104 169 0 18 Feb 2020
Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context Yichi Zhang Zhijian Ou Zhou Yu 114 182 0 24 Nov 2019
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable Siqi Bao H. He Fan Wang Hua Wu Haifeng Wang 54 269 0 17 Oct 2019
Flexibly-Structured Model for Task-Oriented Dialogues Lei Shu Piero Molino Mahdi Namazifar Hu Xu Bing-Quan Liu H. Zheng Gokhan Tur 36 17 0 06 Aug 2019
Structured Fusion Networks for Dialog Shikib Mehri Tejas Srinivasan M. Eskénazi 97 88 0 23 Jul 2019
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems Paweł Budzianowski Ivan Vulić 62 310 0 12 Jul 2019
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models Tiancheng Zhao Kaige Xie M. Eskénazi 71 142 0 23 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
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 160 1,315 0 29 Sep 2018
Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation Xisen Jin Wenqiang Lei Zhaochun Ren Hongshen Chen Shangsong Liang Yue Zhao Dawei Yin OffRL 43 48 0 31 Aug 2018
A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling Zhijian Ou 59 16 0 05 Aug 2018
An End-to-End Trainable Neural Network Model with Belief Tracking for Task-Oriented Dialog Bing-Quan Liu Ian Lane 58 97 0 20 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
Latent Intention Dialogue Models Tsung-Hsien Wen Yishu Miao Phil Blunsom S. Young 53 146 0 29 May 2017
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 312 5,364 0 03 Nov 2016
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 84 482 0 12 Jun 2016
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 66 1,108 0 15 Apr 2016
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 434 20,541 0 10 Sep 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 450 16,940 0 20 Dec 2013
Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation Yoshua Bengio Nicholas Léonard Aaron Courville 379 3,129 0 15 Aug 2013