Georgios Kontonatsios
Georgios Kontonatsios
Senior NLP Data Scientist @ Chattermill
Verified email at
Cited by
Cited by
Topic detection using paragraph vectors to support active learning in systematic reviews
K Hashimoto, G Kontonatsios, M Miwa, S Ananiadou
Journal of biomedical informatics 62, 59-65, 2016
Prioritising references for systematic reviews with RobotAnalyst: a user study
P Przybyła, AJ Brockmeier, G Kontonatsios, MA Le Pogam, J McNaught, ...
Research synthesis methods 9 (3), 470-488, 2018
Supporting systematic reviews using LDA-based document representations
Y Mo, G Kontonatsios, S Ananiadou
Systematic reviews 4, 1-12, 2015
Text mining the history of medicine
P Thompson, RT Batista-Navarro, G Kontonatsios, J Carter, E Toon, ...
PloS one 11 (1), e0144717, 2016
A semi-supervised approach using label propagation to support citation screening
G Kontonatsios, AJ Brockmeier, P Przybyła, J McNaught, T Mu, ...
Journal of biomedical informatics 72, 67-76, 2017
Facilitating the analysis of discourse phenomena in an interoperable NLP platform
RT Batista-Navarro, G Kontonatsios, C Mihăilă, P Thompson, R Rak, ...
Computational Linguistics and Intelligent Text Processing: 14th …, 2013
Using a neural network-based feature extraction method to facilitate citation screening for systematic reviews
G Kontonatsios, S Spencer, P Matthew, I Korkontzelos
Expert Systems with Applications: X 6, 100030, 2020
The pace of modern culture
B Lambert, G Kontonatsios, M Mauch, T Kokkoris, M Jockers, ...
Nature Human Behaviour 4 (4), 352-360, 2020
Leveraging AI and machine learning for national student survey: actionable insights from textual feedback to enhance quality of teaching and learning in UK’s higher education
R Nawaz, Q Sun, M Shardlow, G Kontonatsios, NR Aljohani, A Visvizi, ...
Applied Sciences 12 (1), 514, 2022
Constructing a biodiversity terminological inventory
NTH Nguyen, AJ Soto, G Kontonatsios, R Batista-Navarro, S Ananiadou
PLoS One 12 (4), e0175277, 2017
Distributed temporal link prediction algorithm based on label propagation
X Xu, N Hu, T Li, M Trovati, F Palmieri, G Kontonatsios, A Castiglione
Future generation computer systems 93, 627-636, 2019
A cross-lingual similarity measure for detecting biomedical term translations
D Bollegala, G Kontonatsios, S Ananiadou
PloS one 10 (6), e0126196, 2015
Using a random forest classifier to compile bilingual dictionaries of technical terms from comparable corpora
G Kontonatsios, I Korkontzelos, J Tsujii, S Ananiadou
Proceedings of the 14th Conference of the European Chapter of the …, 2014
Combining string and context similarity for bilingual term alignment from comparable corpora
G Kontonatsios, I Korkontzelos, J Tsujii, S Ananiadou
Proceedings of the 2014 Conference on Empirical Methods in Natural Language …, 2014
Aspect extraction from reviews using convolutional neural networks and embeddings
P Barnaghi, G Kontonatsios, N Bessis, Y Korkontzelos
Natural Language Processing and Information Systems: 24th International …, 2019
Deploying and sharing U-Compare workflows as web services
G Kontonatsios, I Korkontzelos, BK Kolluru, P Thompson, S Ananiadou
Journal of Biomedical Semantics 4, 1-14, 2013
Analysis of transaction logs from National Museums Liverpool
D Walsh, P Clough, MM Hall, F Hopfgartner, J Foster, G Kontonatsios
Digital Libraries for Open Knowledge: 23rd International Conference on …, 2019
NaCTeM at SemEval-2016 Task 1: Inferring sentence-level semantic similarity from an ensemble of complementary lexical and sentence-level features
P Przybyła, NTH Nguyen, M Shardlow, G Kontonatsios, S Ananiadou
Proceedings of the 10th International Workshop on Semantic Evaluation …, 2016
Automatic Diagnosis Metabolic Syndrome via a Nearest Neighbour Classifier
O Behadada, M Abi-Ayad, G Kontonatsios, M Trovati
International Conference on Green, Pervasive, and Cloud Computing, 627-637, 2017
A hybrid approach to compiling bilingual dictionaries of medical terms from parallel corpora
G Kontonatsios, C Mihăilă, I Korkontzelos, P Thompson, S Ananiadou
International Conference on Statistical Language and Speech Processing, 57-69, 2014
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