Georgios Spithourakis

According to our database, Georgios Spithourakis authored at least 15 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification.

Georgios Spithourakis, Ivan Vulic, Michal Lis, Iñigo Casanueva, Pawel Budzianowski

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue.

Iñigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders.

Ivan Vulic, Iñigo Casanueva, Georgios Spithourakis, Avishek Mondal, Tsung-Hsien Wen, Pawel Budzianowski

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2019

Numeracy of language models: joint modelling of words and numbers.

Georgios P. Spithourakis

PhD thesis, 2019

A Repository of Conversational Datasets.

Matthew Henderson, Pawel Budzianowski, Iñigo Casanueva, Sam Coope, Daniela Gerz, Girish Kumar, Nikola Mrksic, Georgios Spithourakis, Pei-Hao Su, Ivan Vulic, Tsung-Hsien Wen

CoRR, 2019

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking.

Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Training Neural Response Selection for Task-Oriented Dialogue Systems.

Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Towards automated clinical coding.

Finneas Catling, Georgios P. Spithourakis, Sebastian Riedel

Int. J. Medical Informatics, 2018

Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers.

Georgios P. Spithourakis, Sebastian Riedel

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

A simple but tough-to-beat baseline for the Fake News Challenge stance detection task.

Benjamin Riedel, Isabelle Augenstein, Georgios P. Spithourakis, Sebastian Riedel

CoRR, 2017

Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation.

Nasrin Mostafazadeh, Chris Brockett, Bill Dolan, Michel Galley, Jianfeng Gao, Georgios P. Spithourakis, Lucy Vanderwende

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

2016

Numerically Grounded Language Models for Semantic Error Correction.

Georgios P. Spithourakis, Isabelle Augenstein, Sebastian Riedel

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

A Persona-Based Neural Conversation Model.

Jiwei Li, Michel Galley, Chris Brockett, Georgios P. Spithourakis, Jianfeng Gao, William B. Dolan

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Clinical Text Prediction with Numerically Grounded Conditional Language Models.

Georgios P. Spithourakis, Steffen E. Petersen, Sebastian Riedel

Proceedings of the Seventh International Workshop on Health Text Mining and Information Analysis, 2016

2013

Empirical heuristics for improving intermittent demand forecasting.

Fotios Petropoulos, Konstantinos Nikolopoulos, Georgios P. Spithourakis, Vassilis Assimakopoulos

Ind. Manag. Data Syst., 2013