Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Igor Shalyminov

Data-Efficient Methods for Dialogue Systems


Dec 05, 2020
Igor Shalyminov

* PhD thesis submitted at Heriot-Watt University. Contains previously published work (see the list in Section 1.4) 

  Access Paper or Ask Questions

Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation


Mar 06, 2020
Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz

* Presented at [email protected] 2020 

  Access Paper or Ask Questions

Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks


Oct 03, 2019
Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon

* EMNLP 2019 

  Access Paper or Ask Questions

Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach


Aug 16, 2019
Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon

* Accepted at SigDial 2019 

  Access Paper or Ask Questions

Contextual Out-of-Domain Utterance Handling With Counterfeit Data Augmentation


May 24, 2019
Sungjin Lee, Igor Shalyminov

* ICASSP 2019 

  Access Paper or Ask Questions

Improving Robustness of Neural Dialog Systems in a Data-Efficient Way with Turn Dropout


Nov 29, 2018
Igor Shalyminov, Sungjin Lee

* NeurIPS 2018 workshop on Conversational AI 

  Access Paper or Ask Questions

Neural Response Ranking for Social Conversation: A Data-Efficient Approach


Nov 02, 2018
Igor Shalyminov, Ondřej Dušek, Oliver Lemon

* Proceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AI, pages 1-8. ISBN 978-1-948087-75-9 
* 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AI. Brussels, Belgium, October 31, 2018 

  Access Paper or Ask Questions

Multi-Task Learning for Domain-General Spoken Disfluency Detection in Dialogue Systems


Oct 08, 2018
Igor Shalyminov, Arash Eshghi, Oliver Lemon

* 9 pages, 1 figure, 7 tables. Accepted as a full paper for SemDial 2018 

  Access Paper or Ask Questions

An Ensemble Model with Ranking for Social Dialogue


Dec 20, 2017
Ioannis Papaioannou, Amanda Cercas Curry, Jose L. Part, Igor Shalyminov, Xinnuo Xu, Yanchao Yu, Ondřej Dušek, Verena Rieser, Oliver Lemon

* NIPS 2017 Workshop on Conversational AI 

  Access Paper or Ask Questions

Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars


Sep 22, 2017
Arash Eshghi, Igor Shalyminov, Oliver Lemon

* Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (ISBN 978-1-945626-83-8), pp 2210-2220. Copenhagen, Denmark September 7-11, 2017 
* 11 pages, 4 figures, 2 tables. Accepted as a long paper for EMNLP 2017 

  Access Paper or Ask Questions

Challenging Neural Dialogue Models with Natural Data: Memory Networks Fail on Incremental Phenomena


Sep 22, 2017
Igor Shalyminov, Arash Eshghi, Oliver Lemon

* Proceedings of the 21st Workshop on the Semantics and Pragmatics of Dialogue (ISSN 2308-2275), pp 125-133. Saarbrucken, Germany, 15-17 August 2017 
* 9 pages, 3 figures, 2 tables. Accepted as a full paper for SemDial 2017 

  Access Paper or Ask Questions