Empirical heuristics for improving intermittent demand forecasting. - Fotios Petropoulos; Konstantinos Nikolopoulos; Georgios P. Spithourakis; Vassilis Assimakopoulos (Ind. Manag. Data Syst., 2013)

Clinical Text Prediction with Numerically Grounded Conditional Language Models. - Georgios P. Spithourakis; Steffen E. Petersen; Sebastian Riedel 001 (Louhi@EMNLP, 2016)

A Persona-Based Neural Conversation Model. - Jiwei Li 001; Michel Galley; Chris Brockett; Georgios P. Spithourakis; Jianfeng Gao 001; William B. Dolan (ACL (1), 2016)

Numerically Grounded Language Models for Semantic Error Correction. - Georgios P. Spithourakis; Isabelle Augenstein; Sebastian Riedel 001 (EMNLP, 2016)

Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation. - Nasrin Mostafazadeh; Chris Brockett; Bill Dolan; Michel Galley; Jianfeng Gao 001; Georgios P. Spithourakis; Lucy Vanderwende (IJCNLP(1), 2017)

A simple but tough-to-beat baseline for the Fake News Challenge stance detection task. - Benjamin Riedel 001; Isabelle Augenstein; Georgios P. Spithourakis; Sebastian Riedel 001 (CoRR, 2017)

Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers. - Georgios P. Spithourakis; Sebastian Riedel 001 (ACL (1), 2018)

Towards automated clinical coding. - Finneas Catling; Georgios P. Spithourakis; Sebastian Riedel 001 (Int. J. Medical Informatics, 2018)

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 (ACL (1), 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 (EMNLP/IJCNLP (3), 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)

Numeracy of language models: joint modelling of words and numbers. - Georgios P. Spithourakis (2019)

Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders. - Ivan Vulic; Iñigo Casanueva; Georgios Spithourakis; Avishek Mondal; Tsung-Hsien Wen; Pawel Budzianowski (EMNLP, 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 (NAACL-HLT (Findings), 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 (NAACL-HLT (Findings), 2022)