Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain

Authors: García-Ferrero, Iker, Agerri, Rodrigo, Salazar, Aitziber Atutxa, Cabrio, Elena, de la Iglesia, Iker, Lavelli, Alberto, Magnini, Bernardo, Molinet, Benjamin, Ramirez-Romero, Johana, Rigau, German, Villa-Gonzalez, Jose Maria, Villata, Serena, Zaninello, Andrea

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2404.07613

Creating a silver standard for patent simplification

Authors: Casola, Silvia, Lavelli, Alberto, Saggion, Horacio

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2310.15689

This result is not displayed to guests.
Login for full access.

Exploring the structure of BERT through Kernel Learning

Authors: Lauriola, Ivano, Lavelli, Alberto, Moschitti, Alessandro, Aiolli, Fabio

Source: 2021 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2021 International Joint Conference on. :1-9 Jul, 2021

Relation: 2021 International Joint Conference on Neural Networks (IJCNN)

This result is not displayed to guests.
Login for full access.

A News Recommender System for Media Monitoring

Authors: Barile, Francesco, Ricci, Francesco, Tkalcic, Marko, Magnini, Bernardo, Zanoli, Roberto, Lavelli, Alberto, Speranza, Manuela

Source: 2019 IEEE/WIC/ACM International Conference on Web Intelligence (WI) Web Intelligence (WI), 2019 IEEE/WIC/ACM International Conference on. :132-140 Oct, 2019

Relation: 2019 IEEE/WIC/ACM International Conference on Web Intelligence (WI)

Summarization, Simplification, and Generation: The Case of Patents

Authors: Casola, Silvia, Lavelli, Alberto

Source: Expert System With Applications, 2022

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2104.14860

Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review

Authors: Sheikhalishahi, Seyedmostafa, Miotto, Riccardo, Dudley, Joel T, Lavelli, Alberto, Rinaldi, Fabio, Osmani, Venet

Source: JMIR Medical Informatics 2019;7(2):e12239, PMID:31066697

Subject Terms: Computer Science - Computers and Society, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/1908.05780

Attention-Based Explanation in a Deep Learning Model For Classifying Radiology Reports
19th International conference on artificial intelligence in medicine

Authors: Putelli, Luca, Gerevini, Alfonso E., Lavelli, Alberto, Maroldi, Roberto, Serina, Ivan

Source: Lecture notes in computer science. 12721:367-372

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN606843457&indx=1&recIds=ETOCCN606843457

An introduction to Deep Learning in Natural Language Processing: Models, techniques, and tools

Authors: Lauriola, Ivano, Lavelli, Alberto, Aiolli, Fabio

Source: Neurocomputing. 470:443-456

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100149638078.0x000001&indx=1&recIds=ETOCvdc_100149638078.0x000001

Pre-trained transformers: an empirical comparison

Authors: Casola, Silvia, Lauriola, Ivano, Lavelli, Alberto

Source: In Machine Learning with Applications 15 September 2022 9

MulTiSEX - A Multi-language Timex Sequential Extractor

Authors: Rigo, Stefan, Lavelli, Alberto

Source: 2011 Eighteenth International Symposium on Temporal Representation and Reasoning Temporal Representation and Reasoning (TIME), 2011 Eighteenth International Symposium on. :163-170 Sep, 2011

Relation: 2011 Eighteenth International Symposium on Temporal Representation and Reasoning (TIME)

Annotation Schema Oriented Validation for Dependency Parsing Evaluation

Authors: Bosco, Cristina, Lavelli, Alberto

Availability: http://data.europeana.eu/aggregation/europeana/92097/BibliographicResource_1000126672818

Leveraging Multi-task Learning for Biomedical Named Entity Recognition
Italian Association for Artificial Intelligence (18th international conference)

Authors: Mehmood, Tahir, Gerevini, Alfonso, Lavelli, Alberto, Serina, Ivan

Source: Lecture notes in computer science. 11946:431-444

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN605688339&indx=1&recIds=ETOCCN605688339

Applying Self-interaction Attention for Extracting Drug-Drug Interactions
Italian Association for Artificial Intelligence (18th international conference)

Authors: Putelli, Luca, Gerevini, Alfonso E., Lavelli, Alberto, Serina, Ivan

Source: Lecture notes in computer science. 11946:445-460

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN605688103&indx=1&recIds=ETOCCN605688103

Combining Multi-task Learning with Transfer Learning for Biomedical Named Entity Recognition

Authors: Mehmood, Tahir, Gerevini, Alfonso E., Lavelli, Alberto, Serina, Ivan

Source: In Procedia Computer Science 2020 176:848-857

Deep Learning for Classification of Radiology Reports with a Hierarchical Schema

Authors: Putelli, Luca, Gerevini, Alfonso E., Lavelli, Alberto, Olivato, Matteo, Serina, Ivan

Source: In Procedia Computer Science 2020 176:349-359

Learning Preferences for Large Scale Multi-label Problems
Artificial neural networks (International conference)

Authors: Lauriola, Ivano, Polato, Mirko, Lavelli, Alberto, Rinaldi, Fabio, Aiolli, Fabio

Source: Lecture notes in computer science. 11139:546-555

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN604318233&indx=1&recIds=ETOCCN604318233

Automatic classification of radiological reports for clinical care

Authors: Gerevini, Alfonso Emilio, Lavelli, Alberto, Maffi, Alessandro, Maroldi, Roberto, Minard, Anne-Lyse, Serina, Ivan, Squassina, Guido

Source: In Artificial Intelligence In Medicine September 2018 91:72-81

Automatic Classification of Radiological Reports for Clinical Care
Artificial intelligence in medicine

Authors: Gerevini, Alfonso E., Lavelli, Alberto, Maffi, Alessandro, Maroldi, Roberto, Minard, Anne-Lyse, Serina, Ivan, Squassina, Guido

Source: Lecture notes in computer science. 10259:149-159

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN602455840&indx=1&recIds=ETOCCN602455840