Unsupervised Dialog Structure Learning

Attention, intentions, and the structure of discourse

Barbara J Grosz and Candace L Sidner. 1986 · 1986

Earlier work this paper cites.

Simple statistical gradient-following algorithms for connectionist reinforcement learning

Ronald J Williams. 1992 · 1992

Earlier work this paper cites.

Long short-term memory

Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997

Earlier work this paper cites.

Switchboard swbd-damsl shallow-discourse-function annotation coders manual

Dan Jurafsky. 1997 · 1997

Earlier work this paper cites.

Extractive summarization of meeting recordings

Gabriel Murray, Steve Renals, and Jean Carletta. 2005 · 2005

Earlier work this paper cites.

Using pomdps for dialog management

Steve Young. 2006 · 2006

Earlier work this paper cites.

Learning the structure of task-oriented conversations from the corpus of in-domain dialogs

Ananlada Chotimongkol. 2008 · 2008

Earlier work this paper cites.

Dialogue-oriented review summary generation for spoken dialogue recommendation systems

Jingjing Liu, Stephanie Seneff, and Victor Zue. 2010 · 2010

Earlier work this paper cites.

Unsupervised modeling of twitter conversations

Alan Ritter, Colin Cherry, and Bill Dolan. 2010 · 2010

Earlier work this paper cites.

Adaptive ε \varepsilon -greedy exploration in reinforcement learning based on value differences

Michel Tokic. 2010 · 2010

Earlier work this paper cites.

Expert-based reward shaping and exploration scheme for boosting policy learning of dialogue management

Emmanuel Ferreira and Fabrice Lefèvre. 2013 · 2013

Cited alongside, same era.

Auto-encoding variational bayes

Original

Diederik P Kingma and Max Welling. 2013 · 2013

Cited alongside, same era.

Distributed representations of words and phrases and their compositionality

Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013 · 2013

Cited alongside, same era.

Semi-supervised learning with deep generative models

Diederik P Kingma, Shakir Mohamed, Danilo Jimenez Rezende, and Max Welling. 2014 · 2014

Cited alongside, same era.

Discovering latent structure in task-oriented dialogues

Ke Zhai and Jason D Williams. 2014 · 2014

Cited alongside, same era.

A recurrent latent variable model for sequential data

A network-based end-to-end trainable task-oriented dialogue system

Original

Tsung-Hsien Wen, David Vandyke, Nikola Mrksic, Milica Gasic, Lina M Rojas-Barahona, Pei-Hao Su, Stefan Ultes, and Steve Young. 2016 · 2016

Later among the works it cites.

Quantized-dialog language model for goal-oriented conversational systems

R Chulaka Gunasekara, David Nahamoo, Lazaros C Polymenakos, Jatin Ganhotra, and Kshitij P Fadnis. 2017 · 2017

Later among the works it cites.

Discovering discrete latent topics with neural variational inference

Original

Yishu Miao, Edward Grefenstette, and Phil Blunsom. 2017 · 2017

Later among the works it cites.

A hierarchical latent variable encoder-decoder model for generating dialogues

Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron C Courville, and Yoshua Bengio. 2017 · 2017

Later among the works it cites.

Hybrid code networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning