| 2026 | AAAI | Guess or Recall? Training CNNs to Classify and Localize Memorization in LLMs. | Jrmie Dentan, Davide Buscaldi, Sonia Vanier |
| 2026 | EACL | Unveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders. | Mathis Le Bail, Jrmie Dentan, Davide Buscaldi, Sonia Vanier |
| 2026 | LREC | MUCH: A Multilingual Claim Hallucination Benchmark. | Jrmie Dentan, Alexi Stanislas Canesse, Davide Buscaldi, Aymen Shabou, Sonia Vanier |
| 2025 | CVPR | PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models. | Mohamed Dhouib, Davide Buscaldi, Sonia Vanier, Aymen Shabou |
| 2025 | ECAI | Predicting Memorization Within Large Language Models Fine-Tuned for Classification. | Jrmie Dentan, Davide Buscaldi, Aymen Shabou, Sonia Vanier |
| 2024 | ICML | Delaunay Graph: Addressing Over-Squashing and Over-Smoothing Using Delaunay Triangulation. | Hugo Attali, Davide Buscaldi, Nathalie Pernelle |
| 2024 | KDD | Workshop on Deep Learning and Large Language Models for Knowledge Graphs (DL4KG). | Mehwish Alam, Davide Buscaldi, Michael Cochez, Genet Asefa Gesese, Francesco Osborne, Diego Reforgiato Recupero |
| 2023 | NLDB | Detecting Artificially Generated Academic Text: The Importance of Mimicking Human Utilization of Large Language Models. | Vijini Liyanage, Davide Buscaldi |
| 2022 | ADBIS | Empirical Comparison of Semantic Similarity Measures for Technical Question Answering. | Nabil Moncef Boukhatem, Davide Buscaldi, Leo Liberti |
| 2022 | LREC | A Benchmark Corpus for the Detection of Automatically Generated Text in Academic Publications. | Vijini Liyanage, Davide Buscaldi, Adeline Nazarenko |
| 2022 | NLDB | Transformer-Based Models for the Automatic Indexing of Scientific Documents in French. | Jos-ngel Gonzlez, Davide Buscaldi, Emilio Sanchis, Llus-F. Hurtado |
| 2020 | RecSys | TexTrolls: Identifying Trolls on Twitter with Textual and Affective Features. | Bilal Ghanem, Davide Buscaldi, Paolo Rosso |
| 2019 | SAC | The role of geographic knowledge in sub-city level geolocation. | Laura Di Rocco, Davide Buscaldi, Michela Bertolotto, Barbara Catania, Giovanna Guerrini |
| 2017 | EMNLP | Exploring Vector Spaces for Semantic Relations. | Kata Gbor, Hafa Zargayouna, Isabelle Tellier, Davide Buscaldi, Thierry Charnois |
| 2016 | EKAW | Event-Based Recognition of Lived Experiences in User Reviews. | Ehab Hassan, Davide Buscaldi, Aldo Gangemi |
| 2016 | IDA | Unsupervised Relation Extraction in Specialized Corpora Using Sequence Mining. | Kata Gbor, Hafa Zargayouna, Isabelle Tellier, Davide Buscaldi, Thierry Charnois |
| 2016 | LREC | Semantic Annotation of the ACL Anthology Corpus for the Automatic Analysis of Scientific Literature. | Kata Gbor, Hafa Zargayouna, Davide Buscaldi, Isabelle Tellier, Thierry Charnois |
| 2015 | ICONIP | Correlating Open Rating Systems and Event Extraction from Text. | Ehab Hassan, Davide Buscaldi, Aldo Gangemi |
| 2015 | WWW | Sentiment Analysis on Microblogs for Natural Disasters Management: a Study on the 2014 Genoa Floodings. | Davide Buscaldi, Iraz Hernandez-Farias |
| 2013 | ADBIS | Using the Semantics of Texts for Information Retrieval: A Concept- and Domain Relation-Based Approach. | Davide Buscaldi, Marie-Nolle Bessagnet, Albert Royer, Christian Sallaberry |
| 2013 | CIKM | YaSemIR: yet another semantic information retrieval system. | Davide Buscaldi, Hafa Zargayouna |
| 2013 | IC3K | Effects of Ontology Pitfalls on Ontology-based Information Retrieval Systems. | Davide Buscaldi, Mari Carmen Surez-Figueroa |
| 2011 | CIKM | A pretopological framework for the automatic construction of lexical-semantic structures from texts. | Guillaume Cleuziou, Davide Buscaldi, Vincent Levorato, Gal Dias |
| 2010 | LREC | Evaluation Protocol and Tools for Question-Answering on Speech Transcripts. | Nicolas Moreau, Olivier Hamon, Djamel Mostefa, Sophie Rosset, Olivier Galibert, Lori Lamel, Jordi Turmo, Pere Comas, Paolo Rosso, Davide Buscaldi, Khalid Choukri |
| 2009 | NLDB | The Impact of Semantic and Morphosyntactic Ambiguity on Automatic Humour Recognition. | Antonio Reyes, Davide Buscaldi, Paolo Rosso |
| 2009 | SIGIR | Toponym ambiguity in geographical information retrieval. | Davide Buscaldi |
| 2008 | LREC | Geo-WordNet: Automatic Georeferencing of WordNet. | Davide Buscaldi, Paolo Rosso |
| 2006 | CICLING | Sense Cluster Based Categorization and Clustering of Abstracts. | Davide Buscaldi, Paolo Rosso, Mikhail Alexandrov, Alfons Juan-Cscar |
| 2006 | CICLING | Verb Sense Disambiguation Using Support Vector Machines: Impact of WordNet-Extracted Features. | Davide Buscaldi, Paolo Rosso, Ferran Pla, Encarna Segarra, Emilio Sanchis Arnal |
| 2006 | LREC | Mining Knowledge fromWikipedia for the Question Answering task. | Davide Buscaldi, Paolo Rosso |
| 2005 | CICLING | Context Expansion with Global Keywords for a Conceptual Density-Based WSD. | Davide Buscaldi, Paolo Rosso, Manuel Montes-y-Gmez |
| 2005 | CICLING | Two Web-Based Approaches for Noun Sense Disambiguation. | Paolo Rosso, Manuel Montes-y-Gmez, Davide Buscaldi, Aarn Pancardo-Rodrguez, Luis Villaseor-Pineda |
| 2003 | CICLING | Automatic Noun Sense Disambiguation. | Paolo Rosso, Francesco Masulli, Davide Buscaldi, Ferran Pla, Antonio Molina |