Publications by Georgios Kontonatsios
Papers by Georgios Kontonatsios at NaCTeM, newest first. All publications
2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012
22 publications
2018
- , Prioritising references for systematic reviews with RobotAnalyst: a user study, in: Research Synthesis Methods, pages 470–488, 2018 [DOI] [URL] [Pure]
2017
- , A semi-supervised approach using label propagation to support citation screening, in: Journal of Biomedical Informatics, pages 67–76, 2017 [DOI] [URL] [Pure]
- , Constructing a biodiversity terminological inventory, in: PLoS ONE, pages 1–23, 2017 [DOI] [URL] [Pure]
- , Distributed Document and Phrase Co-embeddings for Descriptive Clustering, in: Proceedings of EACL 2017, pages 991–1001, 2017 [URL] [Pure]
2016
- , Topic Detection Using Paragraph Vectors to Support Active Learning in Systematic Reviews, in: Journal of Biomedical Informatics, pages 59–65, 2016 [DOI] [URL] [Pure]
- , Text mining the history of medicine, in: P L o S One, 2016 [DOI] [URL] [Pure]
- , NaCTeM at SemEval-2016 Task 1: Inferring sentence-level semantic similarity from an ensemble of complementary lexical and sentence-level features, in: Proceedings of the 10th International Workshop on Semantic Evaluation, 2016 [URL] [Pure]
- , Using text mining to facilitate study identification in public health systematic reviews, in: Guidelines International Network (G-I-N) conference, 2016
2015
- , Supporting Systematic Reviews Using LDA-based Document Representations, in: Systematic Reviews, 2015 [DOI] [URL] [Pure]
- , A Cross-lingual Similarity Measure for Detecting Biomedical Term Translations, in: P L o S One, 2015 [DOI] [URL] [Pure]
- , Mining the biomedical literature, in: Healthcare Data Analytics, pages 251–308, 2015 [URL] [Pure]
- , Unlocking knowledge in biodiversity legacy literature through automatic semantic metadata extraction., in: Proceedings of the TDWG 2015 Annual Conference, 2015 [Pure]
2014
- , Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora, in: Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 1701–1712, 2014 [URL] [Pure]
- , Using a Random Forest Classifier to Compile Bilingual Dictionaries of Technical Terms from Comparable Corpora, in: Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, volume 2: Short Papers, pages 111–116, 2014 [URL] [Pure]
- , A hybrid approach to compiling bilingual dictionaries of medical terms from parallel corpora, in: Statistical Language and Speech Processing, Second International Conference, SLSP 2014, pages 57–69, 2014 [DOI] [Pure]
2013
- , Extending an interoperable platform to facilitate the creation of multilingual and multimodal NLP applications, in: Proceedings of the System Demonstration Session at The 51st Annual Meeting of the Association for Computational Linguistics, pages 43–48, 2013 [URL] [PDF] [Pure]
- , Towards a Better Understanding of Discourse: Integrating Multiple Discourse Annotation Perspectives Using UIMA, in: Proceedings of the 7th Linguistic Annotation Workshop and Interoperability with Discourse, pages 79–88, 2013 [URL] [PDF] [Pure]
- , Using Random Forest to recognise translation equivalents of biomedical terms across languages, in: Proceedings of the Sixth Workshop on Building and Using Comparable Corpora, pages 95–104, 2013 [URL] [PDF] [Pure]
- , Deploying and Sharing U-Compare Workflows as Web Services, in: Journal of Biomedical Semantics, 4(7), 2013 [DOI] [URL]
- , Facilitating the analysis of discourse phenomena in an interoperable NLP platform, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 559–571, 2013 [DOI] [URL] [Pure]
- , Supporting Discourse Phenomena in an Interoperable NLP Framework, in: host publication, 2013 [Pure]
2012
- , Developing multilingual text mining workflows in UIMA and U-compare, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 82–93, 2012 [DOI] [URL] [Pure]