Alberto Lavelli

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 44

Top Topics

Hierarchical Classification

Text Summarization

Dependency Parser

Top Venues

J. Biomed. Semant.

Publications

Iker García-Ferrero, Rodrigo Agerri, Aitziber Atutxa Salazar, Elena Cabrio, Iker de la Iglesia, Alberto Lavelli, Bernardo Magnini, Benjamin Molinet, Johana Ramirez-Romero, German Rigau, Jose Maria Villa-Gonzalez, Serena Villata, Andrea Zaninello
Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain. CoRR (2024)
Iker García-Ferrero, Rodrigo Agerri, Aitziber Atutxa Salazar, Elena Cabrio, Iker de la Iglesia, Alberto Lavelli, Bernardo Magnini, Benjamin Molinet, Johana Ramirez-Romero, German Rigau, Jose Maria Villa-Gonzalez, Serena Villata, Andrea Zaninello
MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain. LREC/COLING (2024)
Matteo Olivato, Luca Putelli, Nicola Arici, Alfonso Emilio Gerevini, Alberto Lavelli, Ivan Serina
Language Models for Hierarchical Classification of Radiology Reports With Attention Mechanisms, BERT, and GPT-4. IEEE Access 12 (2024)
Tahir Mehmood, Ivan Serina, Alberto Lavelli, Luca Putelli, Alfonso Gerevini
On the Use of Knowledge Transfer Techniques for Biomedical Named Entity Recognition. Future Internet 15 (2) (2023)
Begoña Altuna, Goutham Karunakaran, Alberto Lavelli, Bernardo Magnini, Manuela Speranza, Roberto Zanoli
CLinkaRT at EVALITA 2023: Overview of the Task on Linking a Lab Result to its Test Event in the Clinical Domain. EVALITA (2023)
Silvia Casola, Alberto Lavelli, Horacio Saggion
Creating a Silver Standard for Patent Simplification. SIGIR (2023)
Tahir Mehmood, Alfonso Emilio Gerevini, Alberto Lavelli, Matteo Olivato, Ivan Serina
Distilling Knowledge with a Teacher's Multitask Model for Biomedical Named Entity Recognition. Inf. 14 (5) (2023)
Begoña Altuna, Rodrigo Agerri, Lidia Salas-Espejo, José Javier Saiz, Alberto Lavelli, Bernardo Magnini, Manuela Speranza, Roberto Zanoli, Goutham Karunakaran
Overview of TESTLINK at IberLEF 2023: Linking Results to Clinical Laboratory Tests and Measurements. Proces. del Leng. Natural 71 (2023)
Silvia Casola, Alberto Lavelli, Horacio Saggion
Creating a silver standard for patent simplification. CoRR (2023)
Silvia Casola, Alberto Lavelli
Benchmarking Natural Language Processing Algorithms for Patent Summarization. PatentSemTech@SIGIR (2023)
Silvia Casola, Tiziano Labruna, Alberto Lavelli, Bernardo Magnini
Testing ChatGPT for Stability and Reasoning: A Case Study Using Italian Medical Specialty Tests. CLiC-it (2023)
Roberto Zanoli, Alberto Lavelli, Theresa Löffler, Nicolas Andres Perez Gonzalez, Fabio Rinaldi
An annotated dataset for extracting gene-melanoma relations from scientific literature. J. Biomed. Semant. 13 (1) (2022)
Ivano Lauriola, Alberto Lavelli, Fabio Aiolli
An introduction to Deep Learning in Natural Language Processing: Models, techniques, and tools. Neurocomputing 470 (2022)
Silvia Casola, Alberto Lavelli
Summarization, simplification, and generation: The case of patents. Expert Syst. Appl. 205 (2022)
Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Tahir Mehmood, Ivan Serina
On the Behaviour of BERT's Attention for the Classification of Medical Reports. XAI.it@AI*IA (2022)
Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Roberto Maroldi, Ivan Serina
Attention-Based Explanation in a Deep Learning Model For Classifying Radiology Reports. AIME (2021)
Ivano Lauriola, Alberto Lavelli, Alessandro Moschitti, Fabio Aiolli
Exploring the structure of BERT through Kernel Learning. IJCNN (2021)
Silvia Casola, Alberto Lavelli
WITS: Wikipedia for Italian Text Summarization. CLiC-it (2021)
Silvia Casola, Alberto Lavelli
Summarization, Simplification, and Generation: The Case of Patents. CoRR (2021)
Bernardo Magnini, Begoña Altuna, Alberto Lavelli, Manuela Speranza, Roberto Zanoli
The E3C Project: European Clinical Case Corpus. SEPLN (Projects and Demonstrations) (2021)
Ivano Lauriola, Fabio Aiolli, Alberto Lavelli, Fabio Rinaldi
Learning adaptive representations for entity recognition in the biomedical domain. J. Biomed. Semant. 12 (1) (2021)
Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Matteo Olivato, Ivan Serina
Deep Learning for Classification of Radiology Reports with a Hierarchical Schema. KES (2020)
Bernardo Magnini, Begoña Altuna, Alberto Lavelli, Manuela Speranza, Roberto Zanoli
The E3C Project: Collection and Annotation of a Multilingual Corpus of Clinical Cases. CLiC-it (2020)
Ivano Lauriola, Stefano Campese, Alberto Lavelli, Fabio Rinaldi, Fabio Aiolli
Exploring the feature space of character-level embeddings. ESANN (2020)
Silvia Casola, Alberto Lavelli
FBK@SMM4H2020: RoBERTa for Detecting Medications on Twitter. SMM4H@COLING (2020)
Tahir Mehmood, Alfonso Emilio Gerevini, Alberto Lavelli, Ivan Serina
Combining Multi-task Learning with Transfer Learning for Biomedical Named Entity Recognition. KES (2020)
Bernardo Magnini, Alberto Lavelli, Simone Magnolini
Comparing Machine Learning and Deep Learning Approaches on NLP Tasks for the Italian Language. LREC (2020)
Tahir Mehmood, Ivan Serina, Alberto Lavelli, Alfonso Gerevini
Knowledge Distillation Techniques for Biomedical Named Entity Recognition. NL4AI@AI*IA (2020)
Ivano Lauriola, Alberto Lavelli, Fabio Aiolli
Language processing in the era of deep learning. ESANN (2020)
Francesco Barile, Francesco Ricci, Marko Tkalcic, Bernardo Magnini, Roberto Zanoli, Alberto Lavelli, Manuela Speranza
A News Recommender System for Media Monitoring. WI (2019)
Seyedmostafa Sheikhalishahi, Riccardo Miotto, Joel T. Dudley, Alberto Lavelli, Fabio Rinaldi, Venet Osmani
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review. CoRR (2019)
Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Ivan Serina
The Impact of Self-Interaction Attention on the Extraction of Drug-Drug Interactions. CLiC-it (2019)
Tahir Mehmood, Alfonso Gerevini, Alberto Lavelli, Ivan Serina
Leveraging Multi-task Learning for Biomedical Named Entity Recognition. AI*IA (2019)
Tahir Mehmood, Alfonso Gerevini, Alberto Lavelli, Ivan Serina
Multi-task Learning Applied to Biomedical Named Entity Recognition Task. CLiC-it (2019)
Luca Putelli, Alfonso Gerevini, Alberto Lavelli, Ivan Serina
Applying Self-interaction Attention for Extracting Drug-Drug Interactions. AI*IA (2019)
Francesco Barile, Francesco Ricci, Marko Tkalcic, Bernardo Magnini, Roberto Zanoli, Alberto Lavelli, Manuela Speranza
Media Monitoring using News Recommenders. IIR (2019)
Ivano Lauriola, Riccardo Sella, Fabio Aiolli, Alberto Lavelli, Fabio Rinaldi
Learning Representations for Biomedical NER. NL4AI@AI*IA (2018)
Alfonso Emilio Gerevini, Alberto Lavelli, Alessandro Maffi, Roberto Maroldi, Anne-Lyse Minard, Ivan Serina, Guido Squassina
Automatic classification of radiological reports for clinical care. Artif. Intell. Medicine 91 (2018)
Ivano Lauriola, Mirko Polato, Alberto Lavelli, Fabio Rinaldi, Fabio Aiolli
Learning Preferences for Large Scale Multi-label Problems. ICANN (1) (2018)
Manuela Sanguinetti, Cristina Bosco, Alberto Lavelli, Alessandro Mazzei, Oronzo Antonelli, Fabio Tamburini
PoSTWITA-UD: an Italian Twitter Treebank in Universal Dependencies. LREC (2018)
Manuela Sanguinetti, Cristina Bosco, Alessandro Mazzei, Alberto Lavelli, Fabio Tamburini
Annotating Italian Social Media Texts in Universal Dependencies. DepLing (2017)
Alfonso Emilio Gerevini, Alberto Lavelli, Alessandro Maffi, Roberto Maroldi, Anne-Lyse Minard, Ivan Serina, Guido Squassina
Automatic Classification of Radiological Reports for Clinical Care. AIME (2017)
Alberto Lavelli
Comparing State-of-the-art Dependency Parsers on the Italian Stanford Dependency Treebank. CLiC-it/EVALITA (2016)
Firoj Alam, Anna Corazza, Alberto Lavelli, Roberto Zanoli
A knowledge-poor approach to chemical-disease relation extraction. Database J. Biol. Databases Curation 2016 (2016)
Asma Ben Abacha, Md. Faisal Mahbub Chowdhury, Aikaterini Karanasiou, Yassine Mrabet, Alberto Lavelli, Pierre Zweigenbaum
Text mining for pharmacovigilance: Using machine learning for drug name recognition and drug-drug interaction extraction and classification. J. Biomed. Informatics 58 (2015)
Alessio Palmero Aprosio, Claudio Giuliano, Alberto Lavelli
Automatic Expansion of DBpedia Exploiting Wikipedia Cross-Language Information. ESWC (2013)
Anna Corazza, Alberto Lavelli, Giorgio Satta
An information-theoretic measure to evaluate parsing difficulty across treebanks. ACM Trans. Speech Lang. Process. 9 (4) (2013)
Md. Faisal Mahbub Chowdhury, Alberto Lavelli
FBK-irst : A Multi-Phase Kernel Based Approach for Drug-Drug Interaction Detection and Classification that Exploits Linguistic Information. SemEval@NAACL-HLT (2013)
Alessio Palmero Aprosio, Claudio Giuliano, Alberto Lavelli
Extending the Coverage of DBpedia Properties using Distant Supervision over Wikipedia. NLP-DBPEDIA@ISWC (2013)
Md. Faisal Mahbub Chowdhury, Alberto Lavelli
Exploiting the Scope of Negations and Heterogeneous Features for Relation Extraction: A Case Study for Drug-Drug Interaction Extraction. HLT-NAACL (2013)
Alessio Palmero Aprosio, Claudio Giuliano, Alberto Lavelli
Automatic Mapping of Wikipedia Templates for Fast Deployment of Localised DBpedia Datasets. I-KNOW (2013)
Alessio Palmero Aprosio, Claudio Giuliano, Alberto Lavelli
Towards an Automatic Creation of Localized Versions of DBpedia. ISWC (1) (2013)
Md. Faisal Mahbub Chowdhury, Marco Guerini, Sara Tonelli, Alberto Lavelli
FBK: Sentiment Analysis in Twitter with Tweetsted. SemEval@NAACL-HLT (2013)
Md. Faisal Mahbub Chowdhury, Alberto Lavelli
Combining Tree Structures, Flat Features and Patterns for Biomedical Relation Extraction. EACL (2012)
Ramona Bongelli, Carla Canestrari, Ilaria Riccioni, Andrzej Zuczkowski, Cinzia Buldorini, Ricardo Pietrobon, Alberto Lavelli, Bernardo Magnini
A Corpus of Scientific Biomedical Texts Spanning over 168 Years Annotated for Uncertainty. LREC (2012)
Md. Faisal Mahbub Chowdhury, Alberto Lavelli
Impact of Less Skewed Distributions on Efficiency and Effectiveness of Biomedical Relation Extraction. COLING (Posters) (2012)
Md. Faisal Mahbub Chowdhury, Alberto Lavelli
An Evaluation of the Effect of Automatic Preprocessing on Syntactic Parsing for Biomedical Relation Extraction. LREC (2012)
Anita Alicante, Cristina Bosco, Anna Corazza, Alberto Lavelli
A treebank-based study on the influence of Italian word order on parsing performance. LREC (2012)
Elena Cabrio, Alessio Palmero Aprosio, Julien Cojan, Bernardo Magnini, Fabien Gandon, Alberto Lavelli
QAKiS @ QALD-2. ILD@ESWC (2012)
Elena Cabrio, Julien Cojan, Alessio Palmero Aprosio, Bernardo Magnini, Alberto Lavelli, Fabien Gandon
QAKiS: an Open Domain QA System based on Relational Patterns. ISWC (Posters & Demos) (2012)
Dietrich Rebholz-Schuhmann, Antonio Jimeno-Yepes, Chen Li, Senay Kafkas, Ian Lewin, Ning Kang, Peter T. Corbett, David Milward, Ekaterina Buyko, Elena Beisswanger, Kerstin Hornbostel, Alexandre Kouznetsov, René Witte, Jonas B. Laurila, Christopher J. O. Baker, Cheng-Ju Kuo, Simon Clematide, Fabio Rinaldi, Richárd Farkas, György Móra, Kazuo Hara, Laura Inés Furlong, Michael Rautschka, Mariana L. Neves, Alberto D. Pascual-Montano, Qi Wei, Nigel Collier, Md. Faisal Mahbub Chowdhury, Alberto Lavelli, Rafael Berlanga Llavori, Roser Morante, Vincent Van Asch, Walter Daelemans, José Luís Marina, Erik M. van Mulligen, Jan A. Kors, Udo Hahn
Assessment of NER solutions against the first and second CALBC Silver Standard Corpus. J. Biomed. Semant. 2 (S-5) (2011)
Alberto Lavelli
An Ensemble Model for the EVALITA 2011 Dependency Parsing Task. EVALITA (2011)
Stefan Rigo, Alberto Lavelli
MulTiSEX - A Multi-language Timex Sequential Extractor. TIME (2011)
Faisal Md. Chowdhury, Alberto Lavelli, Alessandro Moschitti
A Study on Dependency Tree Kernels for Automatic Extraction of Protein-Protein Interaction. BioNLP@ACL (2011)
Md. Faisal Mahbub Chowdhury, Alberto Lavelli
Assessing the practical usability of an automatically annotated corpus. Linguistic Annotation Workshop (2011)
Cristina Bosco, Alessandro Mazzei, Alberto Lavelli
Looking Back to the EVALITA Constituency Parsing Task: 2007-2011. EVALITA (2011)
Dietrich Rebholz-Schuhmann, Antonio Jimeno-Yepes, Chen Li, Senay Kafkas, Ian Lewin, Ning Kang, Peter T. Corbett, David Milward, Ekaterina Buyko, Elena Beisswanger, Kerstin Hornbostel, Alexandre Kouznetsov, René Witte, Jonas B. Laurila, Christopher J. O. Baker, Cheng-Ju Kuo, Simon Clematide, Fabio Rinaldi, Richárd Farkas, György Móra, Kazuo Hara, Laura Inés Furlong, Michael Rautschka, Mariana L. Neves, Alberto D. Pascual-Montano, Qi Wei, Nigel Collier, Md. Faisal Mahbub Chowdhury, Alberto Lavelli, Rafael Berlanga Llavori, Roser Morante, Vincent Van Asch, Walter Daelemans, José Luís Marina, Erik M. van Mulligen, Jan A. Kors, Udo Hahn
Assessment of NER solutions against the first and second CALBC silver standard corpus. Semantic Mining in Biomedicine (2010)
Md. Faisal Mahbub Chowdhury, Alberto Lavelli
Disease Mention Recognition with Specific Features. BioNLP@ACL (2010)
Cristina Bosco, Simonetta Montemagni, Alessandro Mazzei, Vincenzo Lombardo, Felice Dell'Orletta, Alessandro Lenci, Leonardo Lesmo, Giuseppe Attardi, Maria Simi, Alberto Lavelli, Johan Hall, Jens Nilsson, Joakim Nivre
Comparing the Influence of Different Treebank Annotations on Dependency Parsing. LREC (2010)
Alberto Lavelli, Mary Elaine Califf, Fabio Ciravegna, Dayne Freitag, Claudio Giuliano, Nicholas Kushmerick, Lorenza Romano, Neil Ireson
Evaluation of machine learning-based information extraction algorithms: criticisms and recommendations. Lang. Resour. Evaluation 42 (4) (2008)
Cristina Bosco, Alessandro Mazzei, Vincenzo Lombardo, Giuseppe Attardi, Anna Corazza, Alberto Lavelli, Leonardo Lesmo, Giorgio Satta, Maria Simi
Comparing Italian parsers on a common Treebank: the EVALITA experience. LREC (2008)
Claudio Giuliano, Alberto Lavelli, Lorenza Romano
Relation extraction and the influence of automatic named-entity recognition. ACM Trans. Speech Lang. Process. 5 (1) (2007)
José Iria, Victoria S. Uren, Alberto Lavelli, Sebastian Blohm, Aba-Sah Dadzie, Thomas Franz, Ioannis Kompatsiaris, João Magalhães, Spiros Nikolopoulos, Christine Preisach, Piercarlo Slavazza
Enhancing enterprise knowledge processes via cross-media extraction. K-CAP (2007)
Claudio Giuliano, Alberto Lavelli, Daniele Pighin, Lorenza Romano
FBK-IRST: Kernel Methods for Semantic Relation Extraction. SemEval@ACL (2007)
Henri Avancini, Alberto Lavelli, Fabrizio Sebastiani, Roberto Zanoli
Automatic expansion of domain-specific lexicons by term categorization. ACM Trans. Speech Lang. Process. 3 (1) (2006)
Lorenza Romano, Milen Kouylekov, Idan Szpektor, Ido Dagan, Alberto Lavelli
Investigating a Generic Paraphrase-Based Approach for Relation Extraction. EACL (2006)
Claudio Giuliano, Alberto Lavelli, Lorenza Romano
Exploiting Shallow Linguistic Information for Relation Extraction from Biomedical Literature. EACL (2006)
Neil Ireson, Fabio Ciravegna, Mary Elaine Califf, Dayne Freitag, Nicholas Kushmerick, Alberto Lavelli
Evaluating machine learning for information extraction. ICML (2005)
Alberto Lavelli, Mary Elaine Califf, Fabio Ciravegna, Dayne Freitag, Claudio Giuliano, Nicholas Kushmerick, Lorenza Romano
A Critical Survey of the Methodology for IE Evaluation. LREC (2004)
Alberto Lavelli, Fabrizio Sebastiani, Roberto Zanoli
Distributional term representations: an experimental comparison. CIKM (2004)
Fabio Ciravegna, Alberto Lavelli
LearningPinocchio: adaptive information extraction for real world applications. Nat. Lang. Eng. 10 (2) (2004)
José Iria, Fabio Ciravegna, Philipp Cimiano, Alberto Lavelli, Enrico Motta, Luca Gilardoni, Eddie Mönch
Integrating Information Extraction, Ontology Learning and Semantic Browsing into Organizational Knowledge Processes. LSTKM@EKAW (2004)
Alberto Lavelli, Fabrizio Sebastiani, Roberto Zanoli
An Experimental Comparison of Term Representation for Term Management Applications. SEBD (2004)
Henri Avancini, Alberto Lavelli, Bernardo Magnini, Fabrizio Sebastiani, Roberto Zanoli
Expanding Domain-Specific Lexicons by Term Categorization. SAC (2003)
Alberto Lavelli, Fabio Pianesi, E. Maci, Irina Prodanof, Luca Dini, Giampaolo Mazzini
SiSSA: An Infrastructure for Developing NLP Applications. LREC (2002)
Alberto Lavelli, Bernardo Magnini, Fabrizio Sebastiani
Building thematic lexical resources by term categorization. SIGIR (2002)
Fabio Ciravegna, Alberto Lavelli
Full parsing approximation for information extraction via finite-state cascades. Nat. Lang. Eng. 8 (2-3) (2002)
Fabio Ciravegna, Alberto Lavelli, Nadia Mana, Johannes Matiasek, Luca Gilardoni, Silvia Mazza, Massimo Ferraro, William J. Black, Fabio Rinaldi, David Mowatt
Flexible Text Classification for Financial Applications: The Facile System. ECAI (2000)
Fabio Ciravegna, Alberto Lavelli
Grammar Organization for Cascade-based Parsing in Information Extraction. IWPT (2000)
Fabio Ciravegna, Alberto Lavelli, Giorgio Satta
Bringing Information Extraction out of the Labs: the NoName Environment. ECAI (2000)
Fabio Ciravegna, Alberto Lavelli, Luca Gilardoni, Johannes Matiasek, Nadia Mana, Silvia Mazza, Massimo Ferraro, William J. Black, Fabio Rinaldi, David Mowatt
FACILE: Classifying Texts Integrating Pattern Matching and Information Extraction. IJCAI (1999)
Fabio Ciravegna, Alberto Lavelli
Full Text Parsing using Cascades of Rules: an Information Extraction Perspective. EACL (1999)
Fabio Ciravegna, Alberto Lavelli, Daniela Petrelli, Fabio Pianesi
Developing language resources and applications with Geppetto. LREC (1998)
Fabio Ciravegna, Alberto Lavelli
Controlling Bottom-Up Chart Parsers through Text Chunking. IWPT (1997)
Fabio Ciravegna, Alberto Lavelli
On Parsing Control for Efficient Text Analysis. IWPT (1995)
Alberto Lavelli, Bernardo Magnini, Carlo Strapparava
An Approach To Multilevel Semantics For Applied Systems. ANLP (1992)
Alberto Lavelli, Giorgio Satta
Bidirectional Parsing Of Lexicalized Tree Adjoining Grammars. EACL (1991)
Alberto Lavelli, Bernardo Magnini
Lexical Discrimination within a Multilevel Semantics Approach. AI*IA (1991)
Alberto Lavelli, Oliviero Stock
When Something Is Missing: Ellipsis, Coordination and the Chart. COLING (1990)