Georgios Spithourakis
Georgios Spithourakis
Machine Learning Scientist, PolyAI
Verifierad e-postadress på - Startsida
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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
Empirical heuristics for improving intermittent demand forecasting
F Petropoulos, K Nikolopoulos, GP Spithourakis, V Assimakopoulos
Industrial Management & Data Systems, 2013
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
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
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
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
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
Towards automated clinical coding
F Catling, GP Spithourakis, S Riedel
International journal of medical informatics 120, 50-61, 2018
Clinical text prediction with numerically grounded conditional language models
GP Spithourakis, SE Petersen, S Riedel
arXiv preprint arXiv:1610.06370, 2016
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
Response retrieval system and method
MS Henderson, PH Su, N Mrksic, TH Wen, IC Perez, I Vulic, ...
US Patent 10,664,527, 2020
Numeracy of Language Models: Joint Modelling of Words and Numbers
GP Spithourakis
UCL (University College London), 2019
Θεωρητική ανάλυση και εμπειρική μελέτη εφαρμογής μεθοδολογίας ADIDA σε δεδομένα συνεχούς ζήτησης
ΓΠ Σπιθουράκης
Supply Chain Forum
TFIM Ports, MZ Babai, M Moon, AB Borade, SV Bansod, GP Spithourakis, ...
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