Learning to Ask Questions for Zero-shot Dialogue State Tracking

Author:

Tavares Diogo1ORCID,Semedo David1ORCID,Rudnicky Alexander2ORCID,Magalhaes Joao1ORCID

Affiliation:

1. NOVA University of Lisbon, Lisbon, Portugal

2. Carnegie Mellon University, Pittsburgh, PA, USA

Funder

CMU|Portugal

Fundação para a Ciência e Tecnologia

Amazon Science - TaskBot prize Challenge 2021

NOVA Laboratory for Computer Science and Informatics

Publisher

ACM

Reference27 articles.

1. Tom Brown , Benjamin Mann , Nick Ryder , Melanie Subbiah , Jared D Kaplan , Prafulla Dhariwal , Arvind Neelakantan , Pranav Shyam , Girish Sastry , Amanda Askell , Sandhini Agarwal , Ariel Herbert-Voss , Gretchen Krueger , Tom Henighan , Rewon Child , Aditya Ramesh , Daniel Ziegler , Jeffrey Wu , Clemens Winter , Chris Hesse , Mark Chen , Eric Sigler , Mateusz Litwin , Scott Gray , Benjamin Chess , Jack Clark , Christopher Berner , Sam McCandlish , Alec Radford , Ilya Sutskever , and Dario Amodei . 2020 . Language Models are Few-Shot Learners. In Advances in Neural Information Processing Systems, H. Larochelle, M. Ranzato, R. Hadsell, M.F. Balcan, and H . Lin (Eds.) , Vol. 33 . Curran Associates, Inc. , 1877--1901. Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel Ziegler, Jeffrey Wu, Clemens Winter, Chris Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020. Language Models are Few-Shot Learners. In Advances in Neural Information Processing Systems, H. Larochelle, M. Ranzato, R. Hadsell, M.F. Balcan, and H. Lin (Eds.), Vol. 33. Curran Associates, Inc., 1877--1901.

2. BERT-DST: Scalable End-to-End Dialogue State Tracking with Bidirectional Encoder Representations from Transformer

3. Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z Pan and Huajun Chen. 2021. Knowledge-aware Zero-Shot Learning: Survey and Perspective. (2021). Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z Pan and Huajun Chen. 2021. Knowledge-aware Zero-Shot Learning: Survey and Perspective. (2021).

4. QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining

5. Mihail Eric , Rahul Goel , Shachi Paul , Abhishek Sethi , Sanchit Agarwal , Shuyag Gao , and Dilek Hakkani-Tur . 2019. Multi WOZ 2.1 : Multi-Domain Dialogue State Corrections and State Tracking Baselines. arXiv preprint arXiv:1907.01669 ( 2019 ). Mihail Eric, Rahul Goel, Shachi Paul, Abhishek Sethi, Sanchit Agarwal, Shuyag Gao, and Dilek Hakkani-Tur. 2019. MultiWOZ 2.1: Multi-Domain Dialogue State Corrections and State Tracking Baselines. arXiv preprint arXiv:1907.01669 (2019).

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