Alberto Lavelli

  • Machine Learning Techniques for Information Extraction
  • Semi-Automatic Generation of Thematic Lexical Resources
  • Application of Statistical Parsing Techniques to Italian
  • Information Extraction in the Biomedical Domain

I have been a permanent researcher at FBK-irst, formerly ITC-irst, since 1989. My interests include machine learning techniques for Information Extraction, semi-automatic generation of thematic lexical resources, and application of statistical parsing techniques to Italian.

Curriculum Vitae
Contacts
  • +39 0461 314569
Links

Publications

The papers are listed in reverse chronological order.
If you are interested in some publication, send me a message at the following email address:
lavelli [at] fbk [dot] eu.

  • Putelli, Luca; Gerevini, Alfonso E.; Lavelli, Alberto; Serina, Ivan; CLiC-it 2019- Italian Conference on Computational Linguistics; The Impact of Self-Interaction Attention on the Extraction of Drug-Drug Interactions; in «Proceedings of Sixth Conference of the Italian Association for Computational Linguistics (CLiC-it 2019)»; 2019; pp.
  • Sheikhalishahi, Seyedmostafa; Miotto, Riccardo; Dudley, Joel T; Lavelli, Alberto; Rinaldi, Fabio; Osmani, Venet; Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review; in «JMIR MEDICAL INFORMATICS»; Vol. 7>; 2019; pp.
  • Mehmood, Tahir; Gerevini, Alfonso E.; Lavelli, Alberto; Serina, Ivan; CLiC-it 2019 - Italian Conference on Computational Linguistics; Multi-task Learning Applied to Biomedical Named Entity Recognition Task; in «Proceedings of the Sixth Italian Conference on Computational Linguistics (CLiC-it 2019)»; 2019; pp.
  • Barile, Francesco; Ricci, Francesco; Tkalcic, Marko; Magnini, Bernardo; Zanoli, Roberto; Lavelli, Alberto; Speranza, Manuela; IIR 2019 - 10th Italian Information Retrieval Workshop; Media Monitoring using News Recommenders; in «Proceedings of the 10th Italian Information Retrieval Workshop (IIR 2019)»; 2019; pp. 41-42
  • Mehmood, Tahir; Gerevini, Alfonso E.; Lavelli, Alberto; Serina, Ivan; International Conference of the Italian Association for Artificial Intelligence; Leveraging Multi-task Learning for Biomedical Named Entity Recognition; in «AI*IA 2019: AI*IA 2019 – Advances in Artificial Intelligence»; Vol. 11946>; 2019; pp. 431-444
  • Putelli, Luca; Gerevini, Alfonso E.; Lavelli, Alberto; Serina, Ivan; 18 th International Conference of the Italian Association for Artificial Intelligence (AIIA 2019); Applying Self-Interaction Attention for Extracting Drug-Drug Interactions; in «AI*IA 2019: AI*IA 2019 – Advances in Artificial Intelligence»; Vol. 11946>; 2019; pp. 445-460
  • Barile, Francesco; Ricci, Francesco; Tkalcic, Marko; Magnini, Bernardo; Zanoli, Roberto; Lavelli, Alberto; Speranza, Manuela; WI '19 IEEE/WIC/ACM International Conference on Web Intelligence; A News Recommender System for Media Monitoring; in «Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence (WI 2019)»; 2019; pp. 132-140
  • Sanguinetti, Manuela; Bosco, Cristina; Lavelli, Alberto; Mazzei, Alessandro; Antonelli, Oronzo; Tamburini, Fabio; Eleventh International Conference on Language Resources and Evaluation (LREC 2018); PoSTWITA-UD: an Italian Twitter Treebank in Universal Dependencies; in «Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)»; 2018; pp. 1768-1775
  • Lauriola, Ivano; Sella, Riccardo; Aiolli, Fabio; Lavelli, Alberto; Rinaldi, Fabio; 2nd workshop on Natural Language for Artificial Intelligence (NL4AI 2018); Learning Representations for Biomedical Named Entity Recognition; in «Proceedings of the 2nd workshop on Natural Language for Artificial Intelligence (NL4AI 2018)»; 2018; pp. 83-94
  • Lauriola, Ivano; Polato, Mirko; Lavelli, Alberto; Rinaldi, Fabio; Aiolli, Fabio; 27th International Conference on Artificial Neural Networks; Learning Preferences for Large Scale Multi-label Problems; in «Proceedings of Artificial Neural Networks and Machine Learning – ICANN 2018»; 2018; pp.