2026 Bernardo Magnini: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	43	7832	7608	200	198	222	10801

Overview

Bernardo Magnini is affiliated with Fondazione Bruno Kessler in Italy. Their research primarily spans the field of Computer Science, with a particular focus on Artificial Intelligence. Their scholarly production includes 55 publications in the broad field of Computer Science, with 53 specifically related to Artificial Intelligence. Subfields such as Molecular Biology, Health Information Management, Information Systems, and Health Informatics also form part of their research scope.

Their work covers several main topics, including:

Natural Language Processing Techniques
Topic Modeling
Speech and dialogue systems
Biomedical Text Mining and Ontologies
AI in Service Interactions
Machine Learning in Healthcare
Service-Oriented Architecture and Web Services

Magnini has contributed to numerous publications, with recent papers including:

"The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe" (2020), published in arXiv (Cornell University)
"Simple is Better! Lightweight Data Augmentation for Low Resource Slot Filling and Intent Classification" (2020), published in arXiv (Cornell University)
"Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain" (2024), published in arXiv (Cornell University)
"Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems" (2021), published in IEEE/ACM Transactions on Audio Speech and Language Processing
"The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe" (2020), published in White Rose Research Online (University of Leeds, The University of Sheffield, University of York)

The prominent publication venues where Magnini has appeared include:

arXiv (Cornell University)
Italian Journal of Computational Linguistics
Frontiers in Disaster and Emergency Medicine
White Rose Research Online (University of Leeds, The University of Sheffield, University of York)
IEEE/ACM Transactions on Audio Speech and Language Processing

Throughout their career, Bernardo Magnini has collaborated frequently with several researchers, including:

Alberto Lavelli
Manuela Speranza
Tiziano Labruna
Andrea Zaninello
Sofia Brenna

Best Publications

The PASCAL Recognising Textual Entailment Challenge

Ido Dagan;Oren Glickman;Bernardo Magnini

1374
Citations
The Third PASCAL Recognizing Textual Entailment Challenge

Danilo Giampiccolo;Bernardo Magnini;Ido Dagan;Bill Dolan

1284
Citations
Ontology Learning from Text: Methods, Evaluation and Applications

B. Magnini;P. Buitelaar;P. Cimiano

572
Citations
Integrating Subject Field Codes into WordNet

Bernardo Magnini;Gabriela Cavaglia

569
Citations
Ontology Learning from Text: An Overview

Paul Buitelaar;Philipp Cimiano;Bernardo Magnini

444
Citations
Accessing Multilingual Information Repositories

Carol Peters;Fredric C. Gey;Julio Gonzalo;Henning Müller

385
Citations
Recognizing textual entailment: Rational, evaluation and approaches – Erratum

Ido Dagan;Bill Dolan;Bernardo Magnini;Dan Roth

337
Citations
Revising the wordnet domains hierarchy: semantics, coverage and balancing

Luisa Bentivogli;Pamela Forner;Bernardo Magnini;Emanuele Pianta

308
Citations
Multilingual Information Access for Text, Speech and Images

Carol Peters;Paul Clough;Julio Gonzalo;Gareth J. F. Jones

293
Citations
ENSM-SE at CLEF 2006 : Fuzzy Proximity Method with an Adhoc Influence Function in Evaluation of Multilingual and Multi-modal Information Retrieval 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006, Alicante, Spain

Carol Peters;Paul Clough;Fredric C. Gey;Jussi Karlgren

286
Citations
Is It the Right Answer? Exploiting Web Redundancy for Answer Validation

Bernardo Magnini;Matteo Negri;Roberto Prevete;Hristo Tanev

249
Citations
The role of domain information in Word Sense Disambiguation

Bernardo Magnini;Carlo Strapparava;Giovanni Pezzulo;Alfio Gliozzo

238
Citations
Recognizing textual entailment: Rational, evaluation and approaches

Ido Dagan;Bill Dolan;Bernardo Magnini;Dan Roth

218
Citations
The MEANING Multilingual Central Repository

J. Atserias;L. Villarejo;G. Rigau;E. Agirre

169
Citations
Weakly Supervised Approaches for Ontology Population

Hristo Tanev;Bernardo Magnini

145
Citations
Improving User Modelling with Content-Based Techniques

Bernardo Magnini;Carlo Strapparava

136
Citations
Overview of the CLEF 2004 multilingual question answering track

Bernardo Magnini;Alessandro Vallin;Christelle Ayache;Gregor Erbach

129
Citations
Overview of the CLEF 2005 multilingual question answering track

Alessandro Vallin;Bernardo Magnini;Danilo Giampiccolo;Lili Aunimo

128
Citations
The multiple language question answering track at CLEF 2003

Bernardo Magnini;Simone Romagnoli;Alessandro Vallin;Jesús Herrera

124
Citations
Overview of the CLEF 2006 multilingual question answering track

Bernardo Magnini;Danilo Giampiccolo;Pamela Forner;Christelle Ayache

116
Citations
Book review: recognizing textual entailment: Models and applicationsido dagan1, dan roth2, mark sammons2, and fabio massimo zanzotto31bar-ilan university, israel, 2university of illinois, urbana, il, and 3university of rome tor vergata, italy morgan & claypool synthesis lectures on human language technologies, edited by graeme hirst, volume 23, 2013, xx+200 pp; paperbound, isbn 978-1-59829-834-5; e-book, isbn 978-1-59829-835-2

Bernardo Magnini

3
Citations

Frequent Co-Authors

Ido Dagan Bar-Ilan University

Carlo Strapparava Fondazione Bruno Kessler

Luciano Serafini Fondazione Bruno Kessler

Maarten de Rijke University of Amsterdam

Julio Gonzalo National University of Distance Education

Eneko Agirre University of the Basque Country

German Rigau University of the Basque Country

Piek Vossen Vrije Universiteit Amsterdam

Paul Clough University of Sheffield

Luisa Bentivogli Fondazione Bruno Kessler

External Links

Personal website of Bernardo Magnini Google Scholar page

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