Domain State Tracking for a Simplified Dialogue System

Uniconv: A unified conversational neural architecture for multi-domain task-oriented dialogues

Original

Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F Chen, and Steven CH Hoi. 2020 · 2004

Earlier work this paper cites.

A simple language model for task-oriented dialogue

Original

Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, and Richard Socher. 2020 · 2005

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Soloist: Few-shot task-oriented dialog with a single pre-trained auto-regressive model

Original

Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, and Jianfeng Gao. 2020 · 2005

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On the properties of neural machine translation: Encoder–decoder approaches

Kyunghyun Cho, Bart van Merriënboer, Dzmitry Bahdanau, and Yoshua Bengio. 2014 · 2014

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Adam: A method for stochastic optimization

Original

Diederik P. Kingma and Jimmy Ba. 2015 · 2015

Cited alongside, same era.

Multiwoz-a large-scale multi-domain wizard-of-oz dataset for task-oriented dialogue modelling

Paweł Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, and Milica Gasic. 2018 · 2018

Cited alongside, same era.

Bert: Pre-training of deep bidirectional transformers for language understanding

Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019

Cited alongside, same era.

Structured fusion networks for dialog

Shikib Mehri, Tejas Srinivasan, and Maxine Eskenazi. 2019 · 2019

Cited alongside, same era.

Task-oriented dialog systems that consider multiple appropriate responses under the same context

Yichi Zhang, Zhijian Ou, and Zhou Yu. 2020b

Cited in the paper.

Language models are unsupervised multitask learners

Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019 · 2019

Later among the works it cites.

Multiwoz 2.1: A consolidated multi-domain dialogue dataset with state corrections and state tracking baselines

Mihail Eric, Rahul Goel, Shachi Paul, Abhishek Sethi, Sanchit Agarwal, Shuyang Gao, Adarsh Kumar, Anuj Goyal, Peter Ku, and Dilek Hakkani-Tur. 2020 · 2020

Later among the works it cites.

A probabilistic end-to-end task-oriented dialog model with latent belief states towards semi-supervised learning

Yichi Zhang, Zhijian Ou, Min Hu, and Junlan Feng. 2020a · 2020

Later among the works it cites.