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Igor Shalyminov
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Alana v2: Entertaining and informative open-domain social dialogue using ontologies and entity linking
AC Curry, I Papaioannou, A Suglia, S Agarwal, I Shalyminov, X Xu, ...
Alexa Prize Proceedings, 26, 2018
532018
Alana: Social dialogue using an ensemble model and a ranker trained on user feedback
I Papaioannou, AC Curry, JL Part, I Shalyminov, X Xu, Y Yu, O Dušek, ...
Alexa Prize Proceedings, 26, 2017
422017
Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars
A Eshghi, I Shalyminov, O Lemon
arXiv preprint arXiv:1709.07858, 2017
312017
Neural response ranking for social conversation: A data-efficient approach
I Shalyminov, O Dušek, O Lemon
arXiv preprint arXiv:1811.00967, 2018
292018
Challenging neural dialogue models with natural data: Memory networks fail on incremental phenomena
I Shalyminov, A Eshghi, O Lemon
arXiv preprint arXiv:1709.07840, 2017
242017
Few-shot dialogue generation without annotated data: A transfer learning approach
I Shalyminov, S Lee, A Eshghi, O Lemon
arXiv preprint arXiv:1908.05854, 2019
212019
Multi-task learning for domain-general spoken disfluency detection in dialogue systems
I Shalyminov, A Eshghi, O Lemon
arXiv preprint arXiv:1810.03352, 2018
152018
An ensemble model with ranking for social dialogue
I Papaioannou, AC Curry, JL Part, I Shalyminov, X Xu, Y Yu, O Dušek, ...
arXiv preprint arXiv:1712.07558, 2017
152017
Fast domain adaptation for goal-oriented dialogue using a hybrid generative-retrieval transformer
I Shalyminov, A Sordoni, A Atkinson, H Schulz
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
132020
Data-efficient goal-oriented conversation with dialogue knowledge transfer networks
I Shalyminov, S Lee, A Eshghi, O Lemon
arXiv preprint arXiv:1910.01302, 2019
132019
Hybrid generative-retrieval transformers for dialogue domain adaptation
I Shalyminov, A Sordoni, A Atkinson, H Schulz
arXiv preprint arXiv:2003.01680, 2020
112020
Interactional dynamics and the emergence of language games
A Eshghi, I Shalyminov, O Lemon
CEUR Workshop Proceedings 1863, 17-21, 2017
112017
Contextual out-of-domain utterance handling with counterfeit data augmentation
S Lee, I Shalyminov
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
82019
Bootstrapping incremental dialogue systems from minimal data: Linguistic knowledge or machine learning
A Eshghi, I Shalyminov, O Lemon
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
62017
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
L Tang, I Shalyminov, AW Wong, J Burnsky, JW Vincent, Y Yang, S Singh, ...
arXiv preprint arXiv:2402.13249, 2024
42024
Grtr: Generative-retrieval transformers for data-efficient dialogue domain adaptation
I Shalyminov, A Sordoni, A Atkinson, H Schulz
IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 2484-2492, 2021
32021
Semi-supervised dialogue abstractive summarization via high-quality pseudolabel selection
J He, H Su, J Cai, I Shalyminov, H Song, S Mansour
arXiv preprint arXiv:2403.04073, 2024
12024
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets
H Aboutalebi, H Song, Y Xie, A Gupta, J Sun, H Su, I Shalyminov, ...
arXiv preprint arXiv:2403.03194, 2024
12024
Data-efficient methods for dialogue systems
I Shalyminov
arXiv preprint arXiv:2012.02929, 2020
12020
Improving Robustness of Neural Dialog Systems in a Data-Efficient Way with Turn Dropout
I Shalyminov, S Lee
arXiv preprint arXiv:1811.12148, 2018
12018
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