Georgios Spithourakis
Georgios Spithourakis
Senior Machine Learning Scientist, PolyAI
Verified email at - Homepage
Cited by
Cited by
A persona-based neural conversation model
J Li, M Galley, C Brockett, GP Spithourakis, J Gao, B Dolan
arXiv preprint arXiv:1603.06155, 2016
A simple but tough-to-beat baseline for the Fake News Challenge stance detection task
B Riedel, I Augenstein, GP Spithourakis, S Riedel
arXiv preprint arXiv:1707.03264, 2017
Image-grounded conversations: Multimodal context for natural question and response generation
N Mostafazadeh, C Brockett, B Dolan, M Galley, J Gao, GP Spithourakis, ...
arXiv preprint arXiv:1701.08251, 2017
Training neural response selection for task-oriented dialogue systems
M Henderson, I Vulić, D Gerz, I Casanueva, P Budzianowski, S Coope, ...
arXiv preprint arXiv:1906.01543, 2019
A repository of conversational datasets
M Henderson, P Budzianowski, I Casanueva, S Coope, D Gerz, G Kumar, ...
arXiv preprint arXiv:1904.06472, 2019
Numeracy for language models: Evaluating and improving their ability to predict numbers
GP Spithourakis, S Riedel
arXiv preprint arXiv:1805.08154, 2018
Empirical heuristics for improving intermittent demand forecasting
F Petropoulos, K Nikolopoulos, GP Spithourakis, V Assimakopoulos
Industrial Management & Data Systems, 2013
A systemic view of the ADIDA framework
GP Spithourakis, F Petropoulos, K Nikolopoulos, V Assimakopoulos
IMA Journal of Management Mathematics 25 (2), 125-137, 2014
Towards automated clinical coding
F Catling, GP Spithourakis, S Riedel
International journal of medical informatics 120, 50-61, 2018
Improving the performance of popular supply chain forecasting techniques
GP Spithourakis, F Petropoulos, MZ Babai, K Nikolopoulos, ...
Supply Chain Forum: an international journal 12 (4), 16-25, 2011
Amplifying the learning effects via a forecasting and foresight support system
GP Spithourakis, F Petropoulos, K Nikolopoulos, V Assimakopoulos
International Journal of Forecasting 31 (1), 20-32, 2015
Numerically grounded language models for semantic error correction
GP Spithourakis, I Augenstein, S Riedel
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
Polyresponse: A rank-based approach to task-oriented dialogue with application in restaurant search and booking
M Henderson, I Vulić, I Casanueva, P Budzianowski, D Gerz, S Coope, ...
arXiv preprint arXiv:1909.01296, 2019
Clinical text prediction with numerically grounded conditional language models
GP Spithourakis, SE Petersen, S Riedel
arXiv preprint arXiv:1610.06370, 2016
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue
I Casanueva, I Vulić, G Spithourakis, P Budzianowski
arXiv preprint arXiv:2204.13021, 2022
Response retrieval system and method
MS Henderson, PH Su, N Mrksic, TH Wen, IC Perez, I Vulic, ...
US Patent 10,664,527, 2020
Multi-label intent detection via contrastive task specialization of sentence encoders
I Vulić, I Casanueva, G Spithourakis, A Mondal, TH Wen, P Budzianowski
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
Proceedings of the 4th Workshop on NLP for Conversational AI
B Liu, A Papangelis, S Ultes, A Rastogi, YN Chen, G Spithourakis, E Nouri, ...
Proceedings of the 4th Workshop on NLP for Conversational AI, 2022
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification
GP Spithourakis, I Vulić, M Lis, I Casanueva, P Budzianowski
arXiv preprint arXiv:2204.13496, 2022
Numeracy of Language Models: Joint Modelling of Words and Numbers
GP Spithourakis
UCL (University College London), 2019
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