| An introduction to deep learning in natural language processing: Models, techniques, and tools I Lauriola, A Lavelli, F Aiolli Neurocomputing 470, 443-456, 2022 | 578 | 2022 |
| Natural language processing of clinical notes on chronic diseases: systematic review S Sheikhalishahi, R Miotto, JT Dudley, A Lavelli, F Rinaldi, V Osmani JMIR medical informatics 7 (2), e12239, 2019 | 468 | 2019 |
| Exploiting shallow linguistic information for relation extraction from biomedical literature C Giuliano, A Lavelli, L Romano 11th Conference of the European Chapter of the Association for Computational …, 2006 | 413 | 2006 |
| FBK-irst: A multi-phase kernel based approach for drug-drug interaction detection and classification that exploits linguistic information MFM Chowdhury, A Lavelli Second Joint Conference on Lexical and Computational Semantics (* SEM …, 2013 | 135 | 2013 |
| Investigating a generic paraphrase-based approach for relation extraction L Romano, M Kouylekov, I Szpektor, I Dagan, A Lavelli 11th Conference of the European Chapter of the Association for Computational …, 2006 | 134 | 2006 |
| QAKiS: an open domain QA system based on relational patterns E Cabrio, J Cojan, AP Aprosio, B Magnini, A Lavelli, F Gandon International Semantic Web Conference, ISWC 2012, 2012 | 126 | 2012 |
| Text mining for pharmacovigilance: Using machine learning for drug name recognition and drug–drug interaction extraction and classification AB Abacha, MFM Chowdhury, A Karanasiou, Y Mrabet, A Lavelli, ... Journal of biomedical informatics 58, 122-132, 2015 | 102 | 2015 |
| Evaluating machine learning for information extraction N Ireson, F Ciravegna, ME Califf, D Freitag, N Kushmerick, A Lavelli Proceedings of the 22nd international conference on Machine learning, 345-352, 2005 | 95 | 2005 |
| Distributional term representations: an experimental comparison A Lavelli, F Sebastiani, R Zanoli Proceedings of the thirteenth ACM international conference on Information …, 2004 | 88 | 2004 |
| Assessment of NER solutions against the first and second CALBC Silver Standard Corpus D Rebholz-Schuhmann, AJ Yepes, C Li, S Kafkas, I Lewin, N Kang, ... Journal of biomedical semantics 2, 1-12, 2011 | 81 | 2011 |
| PoSTWITA-UD: an Italian Twitter Treebank in universal dependencies M Sanguinetti, C Bosco, A Lavelli, A Mazzei, O Antonelli, F Tamburini Proceedings of the Eleventh International Conference on Language Resources …, 2018 | 78 | 2018 |
| Disease mention recognition with specific features MFM Chowdhury, A Lavelli Proceedings of the 2010 workshop on biomedical natural language processing …, 2010 | 69 | 2010 |
| Relation extraction and the influence of automatic named-entity recognition C Giuliano, A Lavelli, L Romano ACM Transactions on Speech and Language Processing (TSLP) 5 (1), 1-26, 2007 | 63 | 2007 |
| Learning to tag for information extraction from text F Ciravegna Workshop Machine Learning for Information Extraction, European Conference on …, 2000 | 61 | 2000 |
| Automatic expansion of DBpedia exploiting Wikipedia cross-language information A Palmero Aprosio, C Giuliano, A Lavelli The Semantic Web: Semantics and Big Data: 10th International Conference …, 2013 | 59 | 2013 |
| Pre-trained transformers: an empirical comparison S Casola, I Lauriola, A Lavelli Machine Learning with Applications 9, 100334, 2022 | 58 | 2022 |
| LearningPinocchio: Adaptive information extraction for real world applications F Ciravegna, A Lavelli Natural Language Engineering 10 (2), 145-165, 2004 | 52 | 2004 |
| Extending the Coverage of DBpedia Properties using Distant Supervision over Wikipedia. AP Aprosio, C Giuliano, A Lavelli NLP-DBPEDIA@ ISWC, 2013 | 51 | 2013 |
| FBK-IRST: Kernel methods for semantic relation extraction C Giuliano, A Lavelli, D Pighin, L Romano Proceedings of the Fourth International Workshop on Semantic Evaluations …, 2007 | 47 | 2007 |
| Exploiting the scope of negations and heterogeneous features for relation extraction: A case study for drug-drug interaction extraction MFM Chowdhury, A Lavelli Proceedings of the 2013 conference of the north american chapter of the …, 2013 | 46 | 2013 |
