When Something Is Missing: Ellipsis, Coordination and the Chart. - Alberto Lavelli; Oliviero Stock (COLING, 1990)

Lexical Discrimination within a Multilevel Semantics Approach. - Alberto Lavelli; Bernardo Magnini (AI*IA, 1991)

Bidirectional Parsing Of Lexicalized Tree Adjoining Grammars. - Alberto Lavelli; Giorgio Satta (EACL, 1991)

An Approach To Multilevel Semantics For Applied Systems. - Alberto Lavelli; Bernardo Magnini; Carlo Strapparava (ANLP, 1992)

On Parsing Control for Efficient Text Analysis. - Fabio Ciravegna; Alberto Lavelli (IWPT, 1995)

Controlling Bottom-Up Chart Parsers through Text Chunking. - Fabio Ciravegna; Alberto Lavelli (IWPT, 1997)

Developing language resources and applications with Geppetto. - Fabio Ciravegna; Alberto Lavelli; Daniela Petrelli; Fabio Pianesi (LREC, 1998)

Full Text Parsing using Cascades of Rules: an Information Extraction Perspective. - Fabio Ciravegna; Alberto Lavelli (EACL, 1999)

FACILE: Classifying Texts Integrating Pattern Matching and Information Extraction. - Fabio Ciravegna; Alberto Lavelli; Luca Gilardoni; Johannes Matiasek; Nadia Mana; Silvia Mazza; Massimo Ferraro; William J. Black; Fabio Rinaldi 001; David Mowatt (IJCAI, 1999)

Flexible Text Classification for Financial Applications: The Facile System. - Fabio Ciravegna; Alberto Lavelli; Nadia Mana; Johannes Matiasek; Luca Gilardoni; Silvia Mazza; Massimo Ferraro; William J. Black; Fabio Rinaldi 001; David Mowatt (ECAI, 2000)

Bringing Information Extraction out of the Labs: the NoName Environment. - Fabio Ciravegna; Alberto Lavelli; Giorgio Satta (ECAI, 2000)

Grammar Organization for Cascade-based Parsing in Information Extraction. - Fabio Ciravegna; Alberto Lavelli (IWPT, 2000)

SiSSA: An Infrastructure for Developing NLP Applications. - Alberto Lavelli; Fabio Pianesi; E. Maci; Irina Prodanof; Luca Dini; Giampaolo Mazzini (LREC, 2002)

Building thematic lexical resources by term categorization. - Alberto Lavelli; Bernardo Magnini; Fabrizio Sebastiani 001 (SIGIR, 2002)

Full parsing approximation for information extraction via finite-state cascades. - Fabio Ciravegna; Alberto Lavelli (Nat. Lang. Eng., 2002)

Expanding Domain-Specific Lexicons by Term Categorization. - Henri Avancini; Alberto Lavelli; Bernardo Magnini; Fabrizio Sebastiani 001; Roberto Zanoli (SAC, 2003)

Distributional term representations: an experimental comparison. - Alberto Lavelli; Fabrizio Sebastiani 001; Roberto Zanoli (CIKM, 2004)

Integrating Information Extraction, Ontology Learning and Semantic Browsing into Organizational Knowledge Processes. - José Iria; Fabio Ciravegna; Philipp Cimiano; Alberto Lavelli; Enrico Motta; Luca Gilardoni; Eddie Mönch (LSTKM@EKAW, 2004)

A Critical Survey of the Methodology for IE Evaluation. - Alberto Lavelli; Mary Elaine Califf; Fabio Ciravegna; Dayne Freitag; Claudio Giuliano; Nicholas Kushmerick; Lorenza Romano (LREC, 2004)

An Experimental Comparison of Term Representation for Term Management Applications. - Alberto Lavelli; Fabrizio Sebastiani 001; Roberto Zanoli (SEBD, 2004)

LearningPinocchio: adaptive information extraction for real world applications. - Fabio Ciravegna; Alberto Lavelli (Nat. Lang. Eng., 2004)

Evaluating machine learning for information extraction. - Neil Ireson; Fabio Ciravegna; Mary Elaine Califf; Dayne Freitag; Nicholas Kushmerick; Alberto Lavelli (ICML, 2005)

Exploiting Shallow Linguistic Information for Relation Extraction from Biomedical Literature. - Claudio Giuliano; Alberto Lavelli; Lorenza Romano (EACL, 2006)

Investigating a Generic Paraphrase-Based Approach for Relation Extraction. - Lorenza Romano; Milen Kouylekov; Idan Szpektor; Ido Dagan; Alberto Lavelli (EACL, 2006)

Automatic expansion of domain-specific lexicons by term categorization. - Henri Avancini; Alberto Lavelli; Fabrizio Sebastiani 001; Roberto Zanoli (ACM Trans. Speech Lang. Process., 2006)

Enhancing enterprise knowledge processes via cross-media extraction. - José Iria; Victoria S. Uren; Alberto Lavelli; Sebastian Blohm; Aba-Sah Dadzie; Thomas Franz; Ioannis Kompatsiaris; João Magalhães; Spiros Nikolopoulos; Christine Preisach; Piercarlo Slavazza (K-CAP, 2007)

FBK-IRST: Kernel Methods for Semantic Relation Extraction. - Claudio Giuliano; Alberto Lavelli; Daniele Pighin; Lorenza Romano (SemEval@ACL, 2007)

Relation extraction and the influence of automatic named-entity recognition. - Claudio Giuliano; Alberto Lavelli; Lorenza Romano (ACM Trans. Speech Lang. Process., 2007)

Cross-Media Knowledge Acquisition: A Case Study. - Marina Giordanino; Claudio Giuliano; Damjan Kuznar; Alberto Lavelli; Martin Mozina; Lorenza Romano (CIAEM, 2008)

Comparing Italian parsers on a common Treebank: the EVALITA experience. - Cristina Bosco; Alessandro Mazzei; Vincenzo Lombardo; Giuseppe Attardi; Anna Corazza; Alberto Lavelli; Leonardo Lesmo; Giorgio Satta; Maria Simi (LREC, 2008)

Evaluation of machine learning-based information extraction algorithms: criticisms and recommendations. - Alberto Lavelli; Mary Elaine Califf; Fabio Ciravegna; Dayne Freitag; Claudio Giuliano; Nicholas Kushmerick; Lorenza Romano; Neil Ireson (Lang. Resour. Evaluation, 2008)

Disease Mention Recognition with Specific Features. - Md. Faisal Mahbub Chowdhury; Alberto Lavelli (BioNLP@ACL, 2010)

Comparing the Influence of Different Treebank Annotations on Dependency Parsing. - 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 001; et al. (LREC, 2010)

Assessing the practical usability of an automatically annotated corpus. - Md. Faisal Mahbub Chowdhury; Alberto Lavelli (Linguistic Annotation Workshop, 2011)

A Study on Dependency Tree Kernels for Automatic Extraction of Protein-Protein Interaction. - Faisal Md. Chowdhury; Alberto Lavelli; Alessandro Moschitti (BioNLP@ACL, 2011)

Looking Back to the EVALITA Constituency Parsing Task: 2007-2011. - Cristina Bosco; Alessandro Mazzei; Alberto Lavelli (EVALITA, 2011)

An Ensemble Model for the EVALITA 2011 Dependency Parsing Task. - Alberto Lavelli (EVALITA, 2011)

MulTiSEX - A Multi-language Timex Sequential Extractor. - Stefan Rigo; Alberto Lavelli (TIME, 2011)

Assessment of NER solutions against the first and second CALBC Silver Standard Corpus. - Dietrich Rebholz-Schuhmann; Antonio Jimeno-Yepes; Chen Li 011; Senay Kafkas; Ian Lewin; Ning Kang 002; Peter T. Corbett; David Milward; Ekaterina Buyko; Elena Beisswanger; Kerstin Hornbostel; Alexandre Kouznetsov; et al. (J. Biomed. Semant., 2011)

Impact of Less Skewed Distributions on Efficiency and Effectiveness of Biomedical Relation Extraction. - Md. Faisal Mahbub Chowdhury; Alberto Lavelli (COLING (Posters), 2012)

Combining Tree Structures, Flat Features and Patterns for Biomedical Relation Extraction. - Md. Faisal Mahbub Chowdhury; Alberto Lavelli (EACL, 2012)

QAKiS @ QALD-2. - Elena Cabrio; Alessio Palmero Aprosio; Julien Cojan; Bernardo Magnini; Fabien Gandon; Alberto Lavelli (ILD@ESWC, 2012)

A treebank-based study on the influence of Italian word order on parsing performance. - Anita Alicante; Cristina Bosco; Anna Corazza; Alberto Lavelli (LREC, 2012)

A Corpus of Scientific Biomedical Texts Spanning over 168 Years Annotated for Uncertainty. - Ramona Bongelli; Carla Canestrari; Ilaria Riccioni; Andrzej Zuczkowski; Cinzia Buldorini; Ricardo Pietrobon; Alberto Lavelli; Bernardo Magnini (LREC, 2012)

An Evaluation of the Effect of Automatic Preprocessing on Syntactic Parsing for Biomedical Relation Extraction. - Md. Faisal Mahbub Chowdhury; Alberto Lavelli (LREC, 2012)

QAKiS: an Open Domain QA System based on Relational Patterns. - Elena Cabrio; Julien Cojan; Alessio Palmero Aprosio; Bernardo Magnini; Alberto Lavelli; Fabien Gandon (ISWC (Posters & Demos), 2012)

Automatic Expansion of DBpedia Exploiting Wikipedia Cross-Language Information. - Alessio Palmero Aprosio; Claudio Giuliano; Alberto Lavelli (ESWC, 2013)

Automatic Mapping of Wikipedia Templates for Fast Deployment of Localised DBpedia Datasets. - Alessio Palmero Aprosio; Claudio Giuliano; Alberto Lavelli (I-KNOW, 2013)

Exploiting the Scope of Negations and Heterogeneous Features for Relation Extraction: A Case Study for Drug-Drug Interaction Extraction. - Md. Faisal Mahbub Chowdhury; Alberto Lavelli (HLT-NAACL, 2013)

FBK: Sentiment Analysis in Twitter with Tweetsted. - Md. Faisal Mahbub Chowdhury; Marco Guerini; Sara Tonelli; Alberto Lavelli (SemEval@NAACL-HLT, 2013)

FBK-irst : A Multi-Phase Kernel Based Approach for Drug-Drug Interaction Detection and Classification that Exploits Linguistic Information. - Md. Faisal Mahbub Chowdhury; Alberto Lavelli (SemEval@NAACL-HLT, 2013)

Towards an Automatic Creation of Localized Versions of DBpedia. - Alessio Palmero Aprosio; Claudio Giuliano; Alberto Lavelli (ISWC (1), 2013)

Extending the Coverage of DBpedia Properties using Distant Supervision over Wikipedia. - Alessio Palmero Aprosio; Claudio Giuliano; Alberto Lavelli (NLP-DBPEDIA@ISWC, 2013)

An information-theoretic measure to evaluate parsing difficulty across treebanks. - Anna Corazza; Alberto Lavelli; Giorgio Satta (ACM Trans. Speech Lang. Process., 2013)

Text mining for pharmacovigilance: Using machine learning for drug name recognition and drug-drug interaction extraction and classification. - Asma Ben Abacha; Md. Faisal Mahbub Chowdhury; Aikaterini Karanasiou; Yassine Mrabet; Alberto Lavelli; Pierre Zweigenbaum (J. Biomed. Informatics, 2015)

Evaluating Italian Parsing Across Syntactic Formalisms and Annotation Schemes. - Anita Alicante; Cristina Bosco; Anna Corazza; Alberto Lavelli (Italian Natural Language Processing within the PARLI Project, 2015)

Comparing State-of-the-art Dependency Parsers on the Italian Stanford Dependency Treebank. - Alberto Lavelli (CLiC-it/EVALITA, 2016)

A knowledge-poor approach to chemical-disease relation extraction. - Firoj Alam; Anna Corazza; Alberto Lavelli; Roberto Zanoli (Database J. Biol. Databases Curation, 2016)

Annotating Italian Social Media Texts in Universal Dependencies. - Manuela Sanguinetti; Cristina Bosco; Alessandro Mazzei; Alberto Lavelli; Fabio Tamburini (DepLing, 2017)

Learning Representations for Biomedical NER. - Ivano Lauriola; Riccardo Sella; Fabio Aiolli; Alberto Lavelli; Fabio Rinaldi 001 (NL4AI@AI*IA, 2018)

Learning Preferences for Large Scale Multi-label Problems. - Ivano Lauriola; Mirko Polato; Alberto Lavelli; Fabio Rinaldi 001; Fabio Aiolli (ICANN (1), 2018)

PoSTWITA-UD: an Italian Twitter Treebank in Universal Dependencies. - Manuela Sanguinetti; Cristina Bosco; Alberto Lavelli; Alessandro Mazzei; Oronzo Antonelli; Fabio Tamburini (LREC, 2018)

Automatic classification of radiological reports for clinical care. - Alfonso Emilio Gerevini; Alberto Lavelli; Alessandro Maffi; Roberto Maroldi; Anne-Lyse Minard; Ivan Serina; Guido Squassina (Artif. Intell. Medicine, 2018)

Leveraging Multi-task Learning for Biomedical Named Entity Recognition. - Tahir Mehmood; Alfonso Gerevini; Alberto Lavelli; Ivan Serina (AI*IA, 2019)

Applying Self-interaction Attention for Extracting Drug-Drug Interactions. - Luca Putelli; Alfonso Gerevini; Alberto Lavelli; Ivan Serina (AI*IA, 2019)

Multi-task Learning Applied to Biomedical Named Entity Recognition Task. - Tahir Mehmood; Alfonso Gerevini; Alberto Lavelli; Ivan Serina (CLiC-it, 2019)

The Impact of Self-Interaction Attention on the Extraction of Drug-Drug Interactions. - Luca Putelli; Alfonso Emilio Gerevini; Alberto Lavelli; Ivan Serina (CLiC-it, 2019)

Media Monitoring using News Recommenders. - Francesco Barile; Francesco Ricci 001; Marko Tkalcic; Bernardo Magnini; Roberto Zanoli; Alberto Lavelli; Manuela Speranza (IIR, 2019)

A News Recommender System for Media Monitoring. - Francesco Barile; Francesco Ricci 001; Marko Tkalcic; Bernardo Magnini; Roberto Zanoli; Alberto Lavelli; Manuela Speranza (WI, 2019)

Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review. - Seyedmostafa Sheikhalishahi; Riccardo Miotto; Joel T. Dudley; Alberto Lavelli; Fabio Rinaldi 001; Venet Osmani (CoRR, 2019)

Knowledge Distillation Techniques for Biomedical Named Entity Recognition. - Tahir Mehmood; Ivan Serina; Alberto Lavelli; Alfonso Gerevini (NL4AI@AI*IA, 2020)

The E3C Project: Collection and Annotation of a Multilingual Corpus of Clinical Cases. - Bernardo Magnini; Begoña Altuna; Alberto Lavelli; Manuela Speranza; Roberto Zanoli (CLiC-it, 2020)

Exploring the feature space of character-level embeddings. - Ivano Lauriola; Stefano Campese; Alberto Lavelli; Fabio Rinaldi 001; Fabio Aiolli (ESANN, 2020)

Language processing in the era of deep learning. - Ivano Lauriola; Alberto Lavelli; Fabio Aiolli (ESANN, 2020)

Combining Multi-task Learning with Transfer Learning for Biomedical Named Entity Recognition. - Tahir Mehmood; Alfonso Emilio Gerevini; Alberto Lavelli; Ivan Serina (KES, 2020)

Deep Learning for Classification of Radiology Reports with a Hierarchical Schema. - Luca Putelli; Alfonso Emilio Gerevini; Alberto Lavelli; Matteo Olivato; Ivan Serina (KES, 2020)

Comparing Machine Learning and Deep Learning Approaches on NLP Tasks for the Italian Language. - Bernardo Magnini; Alberto Lavelli; Simone Magnolini (LREC, 2020)

FBK@SMM4H2020: RoBERTa for Detecting Medications on Twitter. - Silvia Casola; Alberto Lavelli (SMM4H@COLING, 2020)

Attention-Based Explanation in a Deep Learning Model For Classifying Radiology Reports. - Luca Putelli; Alfonso Emilio Gerevini; Alberto Lavelli; Roberto Maroldi; Ivan Serina (AIME, 2021)

WITS: Wikipedia for Italian Text Summarization. - Silvia Casola; Alberto Lavelli (CLiC-it, 2021)

Exploring the structure of BERT through Kernel Learning. - Ivano Lauriola; Alberto Lavelli; Alessandro Moschitti; Fabio Aiolli (IJCNN, 2021)

The E3C Project: European Clinical Case Corpus. - Bernardo Magnini; Begoña Altuna; Alberto Lavelli; Manuela Speranza; Roberto Zanoli (SEPLN (Projects and Demonstrations), 2021)

Learning adaptive representations for entity recognition in the biomedical domain. - Ivano Lauriola; Fabio Aiolli; Alberto Lavelli; Fabio Rinaldi 001 (J. Biomed. Semant., 2021)

On the Behaviour of BERT's Attention for the Classification of Medical Reports. - Luca Putelli; Alfonso Emilio Gerevini; Alberto Lavelli; Tahir Mehmood; Ivan Serina (XAI.it@AI*IA, 2022)

An annotated dataset for extracting gene-melanoma relations from scientific literature. - Roberto Zanoli; Alberto Lavelli; Theresa Löffler; Nicolas Andres Perez Gonzalez; Fabio Rinaldi 001 (J. Biomed. Semant., 2022)

Summarization, simplification, and generation: The case of patents. - Silvia Casola; Alberto Lavelli (Expert Syst. Appl., 2022)

An introduction to Deep Learning in Natural Language Processing: Models, techniques, and tools. - Ivano Lauriola; Alberto Lavelli; Fabio Aiolli (Neurocomputing, 2022)

Language Report Italian. - Bernardo Magnini; Alberto Lavelli; Manuela Speranza (European Language Equality, 2022)

Testing ChatGPT for Stability and Reasoning: A Case Study Using Italian Medical Specialty Tests. - Silvia Casola; Tiziano Labruna; Alberto Lavelli; Bernardo Magnini (CLiC-it, 2023)

CLinkaRT at EVALITA 2023: Overview of the Task on Linking a Lab Result to its Test Event in the Clinical Domain. - Begoña Altuna; Goutham Karunakaran; Alberto Lavelli; Bernardo Magnini; Manuela Speranza; Roberto Zanoli (EVALITA, 2023)

Benchmarking Natural Language Processing Algorithms for Patent Summarization. - Silvia Casola; Alberto Lavelli (PatentSemTech@SIGIR, 2023)

Creating a Silver Standard for Patent Simplification. - Silvia Casola; Alberto Lavelli; Horacio Saggion (SIGIR, 2023)

Overview of TESTLINK at IberLEF 2023: Linking Results to Clinical Laboratory Tests and Measurements. - Begoña Altuna; Rodrigo Agerri; Lidia Salas-Espejo; José Javier Saiz; Alberto Lavelli; Bernardo Magnini; Manuela Speranza; Roberto Zanoli; Goutham Karunakaran (Proces. del Leng. Natural, 2023)

On the Use of Knowledge Transfer Techniques for Biomedical Named Entity Recognition. - Tahir Mehmood; Ivan Serina; Alberto Lavelli; Luca Putelli; Alfonso Gerevini (Future Internet, 2023)

Distilling Knowledge with a Teacher's Multitask Model for Biomedical Named Entity Recognition. - Tahir Mehmood; Alfonso Emilio Gerevini; Alberto Lavelli; Matteo Olivato; Ivan Serina (Inf., 2023)

Get the Best out of 1B LLMs: Insights from Information Extraction on Clinical Documents. - Saeed Farzi; Soumitra Ghosh; Alberto Lavelli; Bernardo Magnini (BioNLP@ACL, 2024)

IDRE: AI Generated Dataset for Enhancing Empathetic Chatbot Interactions in Italian Language. - Simone Manai; Laura Gemme; Roberto Zanoli; Alberto Lavelli (CLiC-it, 2024)

MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain. - Iker García-Ferrero; Rodrigo Agerri; Aitziber Atutxa Salazar; Elena Cabrio; Iker de la Iglesia; Alberto Lavelli; Bernardo Magnini; Benjamin Molinet; Johanna Ramirez-Romero; German Rigau; Jose Maria Villa-Gonzalez; Serena Villata; et al. (LREC/COLING, 2024)

Language Models for Hierarchical Classification of Radiology Reports With Attention Mechanisms, BERT, and GPT-4. - Matteo Olivato; Luca Putelli; Nicola Arici; Alfonso Emilio Gerevini; Alberto Lavelli; Ivan Serina (IEEE Access, 2024)

Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain. - Iker García-Ferrero; Rodrigo Agerri; Aitziber Atutxa Salazar; Elena Cabrio; Iker de la Iglesia; Alberto Lavelli; Bernardo Magnini; Benjamin Molinet; Johanna Ramirez-Romero; German Rigau; Jose Maria Villa-Gonzalez; Serena Villata; et al. (CoRR, 2024)

Assessment of the E3C corpus for the recognition of disorders in clinical texts. - Roberto Zanoli; Alberto Lavelli; Daniel Verdi do Amarante; Daniele Toti (Nat. Lang. Eng., 2024)

Low-resource Information Extraction with the European Clinical Case Corpus. - Soumitra Ghosh; Begoña Altuna; Saeed Farzi; Pietro Ferrazzi; Alberto Lavelli; Giulia Mezzanotte; Manuela Speranza; Bernardo Magnini (CoRR, 2025)

Converting Annotated Clinical Cases into Structured Case Report Forms. - Pietro Ferrazzi; Alberto Lavelli; Bernardo Magnini (CoRR, 2025)