Publications

Publications

Here are listed a few publications associated with the cluster. If you would like to have your publications listed here, please use the contact form. Please don't forget to reference the cluster.

2019

Artjoms Šinkarovs, Hans-Nikolai Vießmann, Sven-Bodo Scholz. 2019. Array Languages Make Neural Networks Fast. arXiv.org. Link: https://arxiv.org/abs/1912.05234v1

Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon. Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks. EMNLP 2019. Link: https://arxiv.org/abs/1910.01302

Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon. Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach. SigDial 2019. Link: https://www.aclweb.org/anthology/W19-5904.pdf

2018

Hans-Nikolai Vießmann, Artjoms Šinkarovs, and Sven-Bodo Scholz. 2018. Extended Memory Reuse: An Optimisation for Reducing Memory Allocations. In Proceedings of the 30th Symposium on Implementation and Application of Functional Languages (IFL 2018), Matteo Cimini and Jay McCarthy (Eds.). ACM, New York, NY, USA, 107-118. DOI: https://doi.org/10.1145/3310232.3310242.

Igor Shalyminov, Arash Eshghi, and Oliver Lemon. Multi-Task Learning for Domain-General Spoken Disfluency Detection in Dialogue Systems. SemDial 2018. Link: http://semdial.org/anthology/papers/Z/Z18/Z18-3008/

Igor Shalyminov, Ondrej Dusek, and Oliver Lemon. Neural Response Ranking for Social Conversation: A Data-Efficient Approach. Search-Oriented Conversational AI, an EMNLP 2018 Workshop. Link: https://www.aclweb.org/anthology/W18-5701/

2017

Arash Eshghi, Igor Shalyminov, and Oliver Lemon. Bootstrapping incremental dialogue systems from minimal data: the generalisation power of semantic grammars. EMNLP 2017. Link: https://www.aclweb.org/anthology/D17-1236/

Igor Shalyminov, Arash Eshghi, and Oliver Lemon. Challenging Neural Dialogue Models with Natural Data: Memory Networks Fail on Incremental Phenomena. SemDial 2017. Link: http://semdial.org/anthology/papers/Z/Z17/Z17-3016/