Publications
Papers and preprints on graph learning, language models, and applied machine learning.
2026
2025
2024
- DICE@ML-ESG-3: ESG Impact Level and Duration Inference Using LLMs for Augmentation and Contrastive LearningIn Proceedings of the Joint Workshop of the 7th Financial Technology and Natural Language Processing, the 5th Knowledge Discovery from Unstructured Data in Financial Services, and the 4th Workshop on Economics and Natural Language Processing, May 2024
2023
- Knowledge4COVID-19: A semantic-based approach for constructing a COVID-19 related knowledge graph from various sources and analyzing treatments’ toxicitiesJournal of Web Semantics, 2023
- Analysing Biomedical Knowledge Graphs using Prime Adjacency MatricesIn 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), 2023
2022
- Efficient multi-relational network representation using primesarXiv preprint arXiv:2209.06575, 2022
2021
- DICoE@ FinSim-3: Financial hypernym detection using augmented terms and distance-based featuresarXiv preprint arXiv:2109.14906, 2021
- Financial misstatement detection: a realistic evaluationIn Proceedings of the Second ACM International Conference on AI in Finance, 2021
2020
- Semantic integration of disease-specific knowledgeIn IEEE 33rd International Symposium on Computer Based Medical Systems (CBMS)(2020, to appear), 2020
- Results of the seventh edition of the bioasq challengeIn Machine Learning and Knowledge Discovery in Databases: International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part II, 2020
- iASiS open data graph: Automated semantic integration of disease-specific knowledgeIn 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS), 2020
- Overview of BioASQ 8a and 8b: Results of the Eighth Edition of the BioASQ Tasks a and b.In CLEF (Working Notes), 2020
- Overview of bioasq 2020: The eighth bioasq challenge on large-scale biomedical semantic indexing and question answeringIn Experimental IR Meets Multilinguality, Multimodality, and Interaction: 11th International Conference of the CLEF Association, CLEF 2020, Thessaloniki, Greece, September 22–25, 2020, Proceedings 11, 2020
2019
- iasis: Towards heterogeneous big data analysis for personalized medicineIn 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS), 2019
2018
- Enhanced movie content similarity based on textual, auditory and visual informationExpert Systems with Applications, 2018
- Automatic detection of linguistic indicators as a means of early prediction of Alzheimer’s and of related dementias: A crosslinguistics analysisAlzheimer’s & Dementia: The Journal of the Alzheimer’s Association, 2018
2017
- Multimodal content representation and similarity ranking of moviesarXiv preprint arXiv:1702.04815, 2017
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2016
- Content representation and similarity of movies based on topic extraction from subtitlesIn Proceedings of the 9th Hellenic Conference on Artificial Intelligence, 2016
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- An exploratory analysis of news trends on twitterIn Proceedings of the 2016 IJCAI Workshop on Natural Language Processing meets Journalism, 2016