George Tsatsaronis

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George Tsatsaronis

    • 1502
      Citations
    20052025

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    • 2025

      Extracting, Detecting, and Generating Research Questions for Scientific Articles

      Taslimi, S., Capari, A., Azarbonyad, H., Zhu, Z. L., Afzal, Z., Kanoulas, E. & Tsatsaronis, G., 2025, Main Conference. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B. & Schockaert, S. (eds.). Association for Computational Linguistics (ACL), p. 8573-8588 16 p. (Proceedings - International Conference on Computational Linguistics, COLING; vol. Part F206484-1).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • 2024

      Benchmarking Named Entity Recognition Approaches for Extracting Research Infrastructure Information from Text

      Cheirmpos, G., Tabatabaei, S. A., Kanoulas, E. & Tsatsaronis, G., 2024, Machine Learning, Optimization, and Data Science - 9th International Conference, LOD 2023. Nicosia, G., Ojha, V., La Malfa, E., La Malfa, G., Pardalos, P. M. & Umeton, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 131-141 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14505 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • Scalable Patent Classification with Aggregated Multi-View Ranking

      Li, D., Yadav, V., Zhu, Z. L., Fard, M. M., Tsatsaronis, G. & Afzal, Z., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European Language Resources Association (ELRA), p. 14336-14346 11 p. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • ScienceDirect Topic Pages: A Knowledge Base of Scientific Concepts Across Various Science Domains

      Capari, A., Azarbonyad, H., Tsatsaronis, G., Afzal, Z. & Dunham, J., Jul 11 2024, SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 2976-2980 5 p. (SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      3 Scopus citations
    • 2023

      Annotating Research Infrastructure in Scientifc Papers: An NLP-driven Approach

      Tabatabaei, S. A., Cheirmpos, G., Doornenbal, M., Zigoni, A., Moore, V. & Tsatsaronis, G., 2023, Industry Track. Association for Computational Linguistics (ACL), p. 457-463 7 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 5).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      1 Scopus citations

    • Generating Topic Pages for Scientific Concepts Using Scientific Publications

      Azarbonyad, H., Afzal, Z. & Tsatsaronis, G., 2023, Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings. Kamps, J., Goeuriot, L., Crestani, F., Maistro, M., Joho, H., Davis, B., Gurrin, C., Caputo, A. & Kruschwitz, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 341-349 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13981 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      2 Scopus citations
    • 2022

      Few-shot initializing of Active Learner via Meta-Learning

      Zhu, Z. L., Yadav, V., Afzal, Z. & Tsatsaronis, G., 2022, Findings of the Association for Computational Linguistics: EMNLP 2022. Goldberg, Y., Kozareva, Z. & Zhang, Y. (eds.). Association for Computational Linguistics (ACL), p. 1117-1133 17 p. (Findings of the Association for Computational Linguistics: EMNLP 2022).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      2 Scopus citations

    • Unsupervised Dense Retrieval for Scientific Articles

      Li, D., Yadav, V., Afzal, Z. & Tsatsaronis, G., 2022, EMNLP 2022 - Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: Industry Track. Association for Computational Linguistics (ACL), p. 323-331 9 p. (EMNLP 2022 - Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: Industry Track).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • 2020

      Eigensent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition

      Kayal, S. & Tsatsaronis, G., 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4536-4546 11 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      11 Scopus citations
    • 2018

      Detecting aggressive behavior in discussion threads using text mining

      Ventirozos, F. K., Varlamis, I. & Tsatsaronis, G., 2018, Computational Linguistics and Intelligent Text Processing - 18th International Conference, CICLing 2017, Revised Selected Papers. Gelbukh, A. (ed.). Springer Verlag, p. 420-431 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10762 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      15 Scopus citations

    • Investigating Facets to Characterise Citations for Scholars

      Di Iorio, A., Limpens, F., Peroni, S., Rotondi, A., Tsatsaronis, G. & Achtsivassilis, J., Jan 1 2018, Semantics, Analytics, Visualization - 3rd International Workshop, SAVE-SD 2017, and 4th International Workshop, SAVE-SD 2018, Revised Selected Papers. Osborne, F., Peroni, S., Vahdati, S. & González-Beltrán, A. (eds.). Springer Verlag, p. 150-160 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10959 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      3 Scopus citations
    • 2017

      Parallelization of large-scale drug-protein binding experiments

      Makris, A., Michail, D., Varlamis, I., Dimitropoulos, C., Tserpes, K., Tsatsaronis, G., Haupt, J. & Sawyer, M., Sep 12 2017, Proceedings - 2017 International Conference on High Performance Computing and Simulation, HPCS 2017. Smari, W. W. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 201-208 8 p. 8035078. (Proceedings - 2017 International Conference on High Performance Computing and Simulation, HPCS 2017).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      1 Scopus citations

    • Tagging Funding Agencies and Grants in Scientific Articles using Sequential Learning Models

      Kayal, S., Afzal, Z., Tsatsaronis, G., Katrenko, S., Coupet, P., Doornenbal, M. & Gregory, M., 2017, BioNLP 2017 - SIGBioMed Workshop on Biomedical Natural Language Processing, Proceedings of the 16th BioNLP Workshop. Association for Computational Linguistics (ACL), p. 216-221 6 p. (BioNLP 2017 - SIGBioMed Workshop on Biomedical Natural Language Processing, Proceedings of the 16th BioNLP Workshop).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      5 Scopus citations
    • 2016

      Learning domain labels using conceptual fingerprints: An in-use case study in the neurology domain

      Afzal, Z., Tsatsaronis, G., Doornenbal, M., Coupet, P. & Gregory, M., Jan 1 2016, Knowledge Engineering and Knowledge Management - 20th International Conference, EKAW 2016, Proceedings. Ciancarini, P., Poggi, F., Vitali, F. & Blomqvist, E. (eds.). Springer Verlag, p. 731-745 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10024 LNAI).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      2 Scopus citations
    • 2015

      Semantic interoperability between clinical research and healthcare: The PONTE approach

      Tagaris, A., Chondrogiannis, E., Andronikou, V., Tsatsaronis, G., Mourtzoukos, K., Roumier, J., Matskanis, N., Schroeder, M., Massonet, P., Koutsouris, D. & Varvarigou, T., 2015, The Semantic Web: ESWC 2012 Satellite Events - Revised Selected Papers. Passant, A., Norton, B., Valle, E. D., Troncy, R., Fundulaki, I., Simperl, E. & Mladenic, D. (eds.). Springer Verlag, p. 191-203 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7540).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
    • 2014

      Discovering relations between indirectly connected biomedical concepts

      Weissenborn, D., Schroeder, M. & Tsatsaronis, G., 2014, Data Integration in the Life Sciences - 10th International Conference, DILS 2014, Proceedings. Springer Verlag, p. 112-119 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8574 LNBI).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • PYTHIA: Employing lexical and semantic features for sentiment analysis

      Katakis, I. M., Varlamis, I. & Tsatsaronis, G., 2014, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Proceedings. PART 3 ed. Springer Verlag, p. 448-451 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8726 LNAI, no. PART 3).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      5 Scopus citations

    • The opensciencelink architecture for novel services exploiting open access data in the biomedical domain

      Karanastasis, E., Tsatsaronis, G., Andronikou, V., Eisinger, D., Chondrogiannis, E. & Petrova, A., Oct 2 2014, PCI 2014 - 18th Panhellenic Conference in Informatics. Association for Computing Machinery, (ACM International Conference Proceeding Series; vol. 02-04-October-2014).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • 2013

      Temporal classifiers for predicting the expansion of medical subject headings

      Tsatsaronis, G., Varlamis, I., Kanhabua, N. & Nørvåg, K., 2013, Computational Linguistics and Intelligent Text Processing - 14th International Conference, CICLing 2013, Proceedings. PART 1 ed. p. 98-113 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7816 LNCS, no. PART 1).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      10 Scopus citations
    • 2012

      SemaFor: Semantic document indexing using semantic forests

      Tsatsaronis, G., Varlamis, I. & Nørvåg, K., 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 1692-1696 5 p. (ACM International Conference Proceeding Series).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      8 Scopus citations

    • Word sense disambiguation as an integer linear programming problem

      Panagiotopoulou, V., Varlamis, I., Androutsopoulos, I. & Tsatsaronis, G., 2012, Artificial Intelligence: Theories and Applications - 7th Hellenic Conference on AI, SETN 2012, Proceedings. p. 33-40 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7297 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      3 Scopus citations
    • 2011

      A knowledge-based semantic kernel for text classification

      Nasir, J. A., Karim, A., Tsatsaronis, G. & Varlamis, I., 2011, String Processing and Information Retrieval - 18th International Symposium, SPIRE 2011, Proceedings. p. 261-266 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7024 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      23 Scopus citations

    • An experimental study on syntactic and semantic annotations in text retrieval

      Tsatsaronis, G., 2011, CIKM 2011 Glasgow: ESAIR'11 - Proceedings of the 4th Workshop on Exploiting Semantic Annotations in Information Retrieval. p. 27-28 2 p. (International Conference on Information and Knowledge Management, Proceedings).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      1 Scopus citations

    • Efficient community detection using power graph analysis

      Tsatsaronis, G., Reimann, M., Varlamis, I., Gkorgkas, O. & Nørvåg, K., 2011, CIKM 2011 Glasgow: LSDS-IR'11 - Proceedings of the 9th Workshop on Large-Scale and Distributed Informational Retrieval. p. 21-26 6 p. (International Conference on Information and Knowledge Management, Proceedings).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      6 Scopus citations

    • How to become a group leader? Or modeling author types based on graph mining

      Tsatsaronis, G., Varlamis, I., Torge, S., Reimann, M., Nørvåg, K., Schroeder, M. & Zschunke, M., 2011, Research and Advanced Technology for Digital Libraries - International Conference on Theory and Practice of Digital Libraries, TPDL 2011, Proceedings. p. 15-26 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6966 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      29 Scopus citations

    • TRUMIT: A tool to support large-scale mining of text association rules

      Neumayer, R., Tsatsaronis, G. & Nørvåg, K., 2011, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Proceedings. PART 3 ed. p. 646-649 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6913 LNAI, no. PART 3).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      2 Scopus citations

    • Visualizing bibliographic databases as graphs and mining potential research synergies

      Varlamis, I. & Tsatsaronis, G., 2011, Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011. p. 53-60 8 p. 5992585. (Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      8 Scopus citations
    • 2010

      An experimental study on unsupervised graph-based word sense disambiguation

      Tsatsaronis, G., Varlamis, I. & Nørv̊ag, K., 2010, Computational Linguistics and Intelligent Text Processing - 11th International Conference, CICLing 2010, Proceedings. p. 184-198 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6008 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      17 Scopus citations

    • KDTA: Automated knowledge-driven text annotation

      Papantoniou, K., Tsatsaronis, G. & Paliouras, G., 2010, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Proceedings. PART 3 ed. p. 611-614 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6323 LNAI, no. PART 3).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      5 Scopus citations

    • Scalable semantic annotation of text using lexical and Web resources

      Zavitsanos, E., Tsatsaronis, G., Varlamis, I. & Paliouras, G., 2010, Artificial Intelligence: Theories, Models and Applications - 6th Hellenic Conference on AI, SETN 2010, Proceedings. p. 287-296 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6040 LNAI).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      6 Scopus citations
    • 2009

      A generalized vector space model for text retrieval based on semantic relatedness

      Tsatsaronis, G. & Panagiotopoulou, V., 2009, Student Research Workshop, Demonstrations, Tutorial Abstracts. Association for Computational Linguistics (ACL), p. 70-78 9 p. (EACL 2009 - 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      59 Scopus citations

    • Omiotis: A thesaurus-based measure of text relatedness

      Tsatsaronis, G., Varlamis, I., Vazirgiannis, M. & Nørvåg, K., 2009, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2009, Proceedings. PART 2 ed. p. 742-745 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5782 LNAI, no. PART 2).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      10 Scopus citations

    • Semantic relatedness hits bibliographic data

      Tsatsaronis, G., Varlamis, I., Stamou, S., Nørvåg, K. & Vazirgiannis, M., 2009, ACM CIKM 2009 Workshop on Web Information and Data Management, WIDM 2009, Co-located with the 18th ACM International Conference on Information and Knowledge Management, CIKM 2009. p. 87-90 4 p. (International Conference on Information and Knowledge Management, Proceedings).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      3 Scopus citations
    • 2008

      Word sense disambiguation with semantic networks

      Tsatsaronis, G., Varlamis, I. & Vazirgiannis, M., 2008, Text, Speech and Dialogue - 11th International Conference, TSD 2008, Proceedings. p. 219-226 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5246 LNAI).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      13 Scopus citations
    • 2006

      Introducing semantics in web personalization: The role of ontologies

      Eirinaki, M., Mavroeidis, D., Tsatsaronis, G. & Vazirgiannis, M., 2006, Semantics, Web and Mining - Joint International Workshops, EWMF 2005 and KDO 2005, Revised Selected Papers. p. 147-162 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4289 LNAI).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      21 Scopus citations
    • 2005

      Word sense disambiguation for exploiting hierarchical thesauri in text classification

      Mavroeidis, D., Tsatsaronis, G., Vazirgiannis, M., Theobald, M. & Weikum, G., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 181-192 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3721 LNAI).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      45 Scopus citations