| 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 | 130 | 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 | 99 | 2018 |
| Supporting systematic reviews using LDA-based document representations Y Mo, G Kontonatsios, S Ananiadou Systematic reviews 4, 1-12, 2015 | 90 | 2015 |
| Text mining the history of medicine P Thompson, RT Batista-Navarro, G Kontonatsios, J Carter, E Toon, ... PloS one 11 (1), e0144717, 2016 | 75 | 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 | 49 | 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 | 46 | 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 | 37 | 2020 |
| The pace of modern culture B Lambert, G Kontonatsios, M Mauch, T Kokkoris, M Jockers, ... Nature Human Behaviour 4 (4), 352-360, 2020 | 29 | 2020 |
| Constructing a biodiversity terminological inventory NTH Nguyen, AJ Soto, G Kontonatsios, R Batista-Navarro, S Ananiadou PLoS One 12 (4), e0175277, 2017 | 25 | 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 | 21 | 2019 |
| 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 | 20 | 2022 |
| 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 | 19 | 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 | 18 | 2014 |
| A cross-lingual similarity measure for detecting biomedical term translations D Bollegala, G Kontonatsios, S Ananiadou PloS one 10 (6), e0126196, 2015 | 16 | 2015 |
| 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 | 15 | 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 | 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 | 12 | 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 | 8 | 2016 |
| 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 | 6 | 2014 |
| Extending an interoperable platform to facilitate the creation of multilingual and multimodal NLP applications G Kontonatsios, P Thompson, RT Batista-Navarro, C Mihăilă, ... Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013 | 6 | 2013 |
Sophia AnaniadouProfessor, Computer Science, Manchester University, National Centre for Text MiningDirección de correo verificada de manchester.ac.uk
