Bernardo Magnini
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
66
Venues
17
Active years
1990–2026
Best venue rank
A*
Where they publish
Papers
66 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Thesis Proposal: LLMs post-training for multilingual medical tasks. Instruction-Tuning, Continual-Pretraining or Reasoning? | Pietro Ferrazzi, Alberto Lavelli, Bernardo Magnini |
| 2026 | LREC | Investigating Proactivity in Multimodal Task-Guidance Dialogues. | Sofia Brenna, Elisabetta Jezek, Matthias Kraus, Bernardo Magnini |
| 2026 | LREC | Small LLMs for Medical NLP: A Systematic Analysis of Few-Shot, Constraint Decoding, Fine-Tuning and Continual Pre-Training in Italian. | Pietro Ferrazzi, Mattia Franzin, Alberto Lavelli, Bernardo Magnini |
| 2025 | EMNLP | All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark. | Davide Testa, Giovanni Bonetta, Raffaella Bernardi, Alessandro Bondielli, Alessandro Lenci, Alessio Miaschi, Lucia C. Passaro, Bernardo Magnini |
| 2025 | IUI | Toward Proactive Dialogic AI Agents. | Sofia Brenna, Elisabetta Jezek, Bernardo Magnini |
| 2025 | RANLP | Task-Oriented Dialogue Systems through Function Calling. | Tiziano Labruna, Giovanni Bonetta, Bernardo Magnini |
| 2024 | COLING | MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain. | Iker Garca-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, Andrea Zaninello |
| 2024 | COLING | Towards Cost-effective Multi-style Conversations: A Pilot Study in Task-oriented Dialogue Generation. | Tiziano Labruna, Bernardo Magnini |
| 2024 | EACL | Dynamic Task-Oriented Dialogue: A Comparative Study of Llama-2 and Bert in Slot Value Generation. | Tiziano Labruna, Sofia Brenna, Bernardo Magnini |
| 2024 | ESANN | Vision Language Models as Policy Learners in Reinforcement Learning Environments. | Giovanni Bonetta, Davide Zago, Rossella Cancelliere, Mirko Polato, Bernardo Magnini |
| 2023 | EACL | Addressing Domain Changes in Task-oriented Conversational Agents through Dialogue Adaptation. | Tiziano Labruna, Bernardo Magnini |
| 2021 | RANLP | Addressing Slot-Value Changes in Task-oriented Dialogue Systems through Dialogue Domain Adaptation. | Tiziano Labruna, Bernardo Magnini |
| 2021 | SIGdial | Recent Neural Methods on Dialogue State Tracking for Task-Oriented Dialogue Systems: A Survey. | Vevake Balaraman, Seyedmostafa Sheikhalishahi, Bernardo Magnini |
| 2020 | COLING | Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey. | Samuel Louvan, Bernardo Magnini |
| 2020 | LREC | Comparing Machine Learning and Deep Learning Approaches on NLP Tasks for the Italian Language. | Bernardo Magnini, Alberto Lavelli, Simone Magnolini |
| 2020 | LREC | The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe. | Georg Rehm, Katrin Marheinecke, Stefanie Hegele, Stelios Piperidis, Kalina Bontcheva, Jan Hajic, Khalid Choukri, Andrejs Vasiljevs, Gerhard Backfried, Christoph Prinz, Jos Manul Gmez-Prez, Luc Meertens, Paul Lukowicz, Josef van Genabith, Andrea Lsch, Philipp Slusallek, Morten Irgens, Patrick Gatellier, Joachim Khler, Laure Le Bars, Dimitra Anastasiou, Albina Auksoriute, Nria Bel, Antnio Branco, Gerhard Budin, Walter Daelemans, Koenraad De Smedt, Radovan Garabk, Maria Gavriilidou, Dagmar Gromann, Svetla Koeva, Simon Krek, Cvetana Krstev, Krister Lindn, Bernardo Magnini, Jan Odijk, Maciej Ogrodniczuk, Eirkur Rgnvaldsson, Mike Rosner, Bolette S. Pedersen, Inguna Skadina, Marko Tadic, Dan Tufis, Tams Vradi, Kadri Vider, Andy Way, Franois Yvon |
| 2020 | PACLIC | Simple is Better! Lightweight Data Augmentation for Low Resource Slot Filling and Intent Classification. | Samuel Louvan, Bernardo Magnini |
| 2019 | ACL | FASTDial: Abstracting Dialogue Policies for Fast Development of Task Oriented Agents. | Serra Sinem Tekiroglu, Bernardo Magnini, Marco Guerini |
| 2019 | ASRU | Scalable Neural Dialogue State Tracking. | Vevake Balaraman, Bernardo Magnini |
| 2019 | SIGdial | Leveraging Non-Conversational Tasks for Low Resource Slot Filling: Does it help? | Samuel Louvan, Bernardo Magnini |
| 2018 | EMNLP | A Methodology for Evaluating Interaction Strategies of Task-Oriented Conversational Agents. | Marco Guerini, Sara Falcone, Bernardo Magnini |
| 2018 | EMNLP | Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding. | Samuel Louvan, Bernardo Magnini |
| 2018 | LREC | Enriching a Lexicon of Discourse Connectives with Corpus-based Data. | Anna Feltracco, Elisabetta Jezek, Bernardo Magnini |
| 2018 | LREC | KRAUTS: A German Temporally Annotated News Corpus. | Jannik Strtgen, Anne-Lyse Minard, Lukas Lange, Manuela Speranza, Bernardo Magnini |
| 2018 | SIGdial | Toward zero-shot Entity Recognition in Task-oriented Conversational Agents. | Marco Guerini, Simone Magnolini, Vevake Balaraman, Bernardo Magnini |
| 2016 | COLING | TextPro-AL: An Active Learning Platform for Flexible and Efficient Production of Training Data for NLP Tasks. | Bernardo Magnini, Anne-Lyse Minard, Mohammed R. H. Qwaider, Manuela Speranza |
| 2016 | LREC | Acquiring Opposition Relations among Italian Verb Senses using Crowdsourcing. | Anna Feltracco, Simone Magnolini, Elisabetta Jezek, Bernardo Magnini |
| 2015 | RANLP | Predicting Correlations Between Lexical Alignments and Semantic Inferences. | Simone Magnolini, Bernardo Magnini |
| 2014 | ACL | The Excitement Open Platform for Textual Inferences. | Bernardo Magnini, Roberto Zanoli, Ido Dagan, Kathrin Eichler, Guenter Neumann, Tae-Gil Noh, Sebastian Pad, Asher Stern, Omer Levy |
| 2014 | EKAW | Integrating Unstructured and Structured Knowledge with the KnowledgeStore. | Marco Rospocher, Francesco Corcoglioniti, Roldano Cattoni, Bernardo Magnini, Luciano Serafini |
| 2014 | LREC | T-PAS; A resource of Typed Predicate Argument Structures for linguistic analysis and semantic processing. | Elisabetta Jezek, Bernardo Magnini, Anna Feltracco, Alessia Bianchini, Octavian Popescu |
| 2014 | LREC | META-SHARE: One year after. | Stelios Piperidis, Harris Papageorgiou, Christian Spurk, Georg Rehm, Khalid Choukri, Olivier Hamon, Nicoletta Calzolari, Riccardo Del Gratta, Bernardo Magnini, Christian Girardi |
| 2014 | LREC | The Strategic Impact of META-NET on the Regional, National and International Level. | Georg Rehm, Hans Uszkoreit, Sophia Ananiadou, Nria Bel, Audron Bielevicien, Lars Borin, Antnio Branco, Gerhard Budin, Nicoletta Calzolari, Walter Daelemans, Radovan Garabk, Marko Grobelnik, Carmen Garca-Mateo, Josef van Genabith, Jan Hajic, Inma Hernez, John Judge, Svetla Koeva, Simon Krek, Cvetana Krstev, Krister Lindn, Bernardo Magnini, Joseph Mariani, John McNaught, Maite Melero, Monica Monachini, Asuncin Moreno, Jan Odijk, Maciej Ogrodniczuk, Piotr Pezik, Stelios Piperidis, Adam Przepirkowski, Eirkur Rgnvaldsson, Michael Rosner, Bolette S. Pedersen, Inguna Skadina, Koenraad De Smedt, Marko Tadic, Paul Thompson, Dan Tufis, Tams Vradi, Andrejs Vasiljevs, Kadri Vider, Jolanta Zabarskaite |
| 2012 | LREC | 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 |
| 2012 | LREC | The KnowledgeStore: an Entity-Based Storage System. | Roldano Cattoni, Francesco Corcoglioniti, Christian Girardi, Bernardo Magnini, Luciano Serafini, Roberto Zanoli |
| 2010 | ACL | Contradiction-focused qualitative evaluation of textual entailment. | Bernardo Magnini, Elena Cabrio |
| 2010 | COLING | Toward Qualitative Evaluation of Textual Entailment Systems. | Elena Cabrio, Bernardo Magnini |
| 2010 | LREC | Building Textual Entailment Specialized Data Sets: a Methodology for Isolating Linguistic Phenomena Relevant to Inference. | Luisa Bentivogli, Elena Cabrio, Ido Dagan, Danilo Giampiccolo, Medea Lo Leggio, Bernardo Magnini |
| 2010 | LREC | Evaluating Multilingual Question Answering Systems at CLEF. | Pamela Forner, Danilo Giampiccolo, Bernardo Magnini, Anselmo Peas, lvaro Rodrigo, Richard F. E. Sutcliffe |
| 2009 | ACL | Optimizing Textual Entailment Recognition Using Particle Swarm Optimization. | Yashar Mehdad, Bernardo Magnini |
| 2009 | CICLING | Alleviating the Problem of Wrong Coreferences in Web Person Search. | Octavian Popescu, Bernardo Magnini |
| 2008 | CICLING | Detecting Expected Answer Relations through Textual Entailment. | Matteo Negri, Milen Kouylekov, Bernardo Magnini |
| 2008 | CICLING | Language Independent First and Last Name Identification in Person Names. | Octavian Popescu, Bernardo Magnini |
| 2008 | LREC | The QALL-ME Benchmark: a Multilingual Resource of Annotated Spoken Requests for Question Answering. | Elena Cabrio, Milen Kouylekov, Bernardo Magnini, Matteo Negri, Laura Hasler, Constantin Orasan, David Toms, Jos Luis Vicedo Gonzlez, Guenter Neumann, Corinna Weber |
| 2008 | LREC | Evaluation of Natural Language Tools for Italian: EVALITA 2007. | Bernardo Magnini, Amedeo Cappelli, Fabio Tamburini, Cristina Bosco, Alessandro Mazzei, Vincenzo Lombardo, Francesca Bertagna, Nicoletta Calzolari, Antonio Toral, Valentina Bartalesi Lenzi, Rachele Sprugnoli, Manuela Speranza |
| 2007 | ACL | The Third PASCAL Recognizing Textual Entailment Challenge. | Danilo Giampiccolo, Bernardo Magnini, Ido Dagan, Bill Dolan |
| 2006 | ACL | Ontology Population from Textual Mentions: Task Definition and Benchmark. | Bernardo Magnini, Emanuele Pianta, Octavian Popescu, Manuela Speranza |
| 2006 | EACL | Weakly Supervised Approaches for Ontology Population. | Hristo Tanev, Bernardo Magnini |
| 2006 | LREC | Building a Large-Scale Repository of Textual Entailment Rules. | Milen Kouylekov, Bernardo Magnini |
| 2006 | LREC | The Multilingual Question Answering Track at CLEF. | Bernardo Magnini, Danilo Giampicollo, Lili Aunimo, Christelle Ayache, Petya Osenova, Anselmo Peas, Maarten de Rijke, Bogdan Sacaleanu, Diana Santos, Richard F. E. Sutcliffe |
| 2006 | LREC | I-CAB: the Italian Content Annotation Bank. | Bernardo Magnini, Emanuele Pianta, Christian Girardi, Matteo Negri, Lorenza Romano, Manuela Speranza, Valentina Bartalesi Lenzi, Rachele Sprugnoli |
| 2005 | FlAIRS | Automatic Assessment of Students' Free-Text Answers Underpinned by the Combination of a BLEU-Inspired Algorithm and Latent Semantic Analysis. | Diana Prez, Alfio Massimiliano Gliozzo, Carlo Strapparava, Enrique Alfonseca, Pilar Rodrguez, Bernardo Magnini |
| 2004 | COLING | A Semantic-based Approach to Interoperabiltity of Classification Hierarchies: Evaluation of Linguistic Techniques. | Bernardo Magnini, Manuela Speranza, Christian Girardi |
| 2004 | EMNLP | Unsupervised Domain Relevance Estimation for Word Sense Disambiguation. | Alfio Massimiliano Gliozzo, Bernardo Magnini, Carlo Strapparava |
| 2004 | LREC | Cross-Language Acquisition of Semantic Models for Verbal Predicates. | Jordi Atserias, Bernardo Magnini, Octavian Popescu, Eneko Agirre, Aitziber Atutxa, German Rigau, John Carroll, Rob Koeling |
| 2004 | LREC | Multilingual Pattern Libraries for Question Answering: a Case Study for Definition Questions. | Hristo Tanev, Milen Kouylekov, Matteo Negri, Bonaventura Coppola, Bernardo Magnini |
| 2003 | SAC | Expanding Domain-Specific Lexicons by Term Categorization. | Henri Avancini, Alberto Lavelli, Bernardo Magnini, Fabrizio Sebastiani, Roberto Zanoli |
| 2002 | ACL | Is It the Right Answer? Exploiting Web Redundancy for Answer Validation. | Bernardo Magnini, Matteo Negri, Roberto Prevete, Hristo Tanev |
| 2002 | COLING | MEANING: a Roadmap to Knowledge Technologies. | German Rigau, Bernardo Magnini, Eneko Agirre, Piek Vossen, John Carroll |
| 2002 | LREC | Towards Automatic Evaluation of Question/Answering Systems. | Bernardo Magnini, Matteo Negri, Roberto Prevete, Hristo Tanev |
| 2002 | SIGIR | Building thematic lexical resources by term categorization. | Alberto Lavelli, Bernardo Magnini, Fabrizio Sebastiani |
| 2000 | ECAI | A Dialogue Environment for Accessing Public Administration Data: the TAMIC-P System. | Clara Bagnasco, Amedeo Cappelli, Bernardo Magnini |
| 2000 | LREC | Integrating Subject Field Codes into WordNet. | Bernardo Magnini, Gabriela Cavaglia |
| 2000 | LREC | ItalWordNet: a Large Semantic Database for Italian. | Adriana Roventini, Antonietta Alonge, Nicoletta Calzolari, Bernardo Magnini, Francesca Bertagna |
| 1998 | LREC | Coping with WORDNET sense proliferation. | Alessandro Artale, Anna Goy, Bernardo Magnini, Emanuelle Pianta, Carlo Strapparava |
| 1990 | ECAI | Computational Representation of Mental Spaces: A Functional Approach. | Bernardo Magnini, Carlo Strapparava |