| 2026 | ACL | Frame-Semantic Knowledge Injection for Event-Level Inference in LLMs. | Shahid Iqbal Rai, Danilo Croce, Roberto Basili |
| 2026 | ECIR | Integrating AI and IR Paradigms for Sustainable and Trustworthy Accurate Access to Large Scale Biomedical Information. | Federico Borazio, Francesco Labbate, Danilo Croce, Roberto Basili |
| 2026 | IDA | Learning Molecular Structures from Infrared Spectra Through Latent Evidence Prediction. | Sergio Jos Peresson, Danilo Croce, Roberto Basili |
| 2026 | LREC | Sanskrit Travelogue: A Large-Scale Unified and Annotated Corpus of Sanskrit Texts. | Giacomo De Luca, Danilo Croce, Roberto Basili |
| 2025 | ACL | Training Multi-Modal LLMs through Dialogue Planning for HRI. | Claudiu Daniel Hromei, Federico Borazio, Andrea Sensi, Elisa Passone, Danilo Croce, Roberto Basili |
| 2025 | ECIR | Adapting LLMs for Domain-Specific Retrieval: A Case Study in Nuclear Safety. | Federico Borazio, Danilo Croce, Roberto Basili |
| 2025 | EMNLP | Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands. | Claudiu Daniel Hromei, Antonio Scaiella, Danilo Croce, Roberto Basili |
| 2025 | EMNLP | Sanskrit Voyager: Unified Web Platform for Interactive Reading and Linguistic Analysis of Sanskrit Texts. | Giacomo De Luca, Danilo Croce, Roberto Basili |
| 2024 | COLING | MM-IGLU: Multi-Modal Interactive Grounded Language Understanding. | Claudiu Daniel Hromei, Daniele Margiotta, Danilo Croce, Roberto Basili |
| 2022 | NAACL | Learning to Generate Examples for Semantic Processing Tasks. | Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili |
| 2021 | ACL | Learning to Solve NLP Tasks in an Incremental Number of Languages. | Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili |
| 2020 | AAAI | Actionable Ethics through Neural Learning. | Daniele Rossini, Danilo Croce, Sara Mancini, Massimo Pellegrino, Roberto Basili |
| 2020 | ACL | GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples. | Danilo Croce, Giuseppe Castellucci, Roberto Basili |
| 2019 | ECIR | Automatic Recognition of Narrative Drama Units: A Structured Learning Approach. | Danilo Croce, Roberto Basili, Vincenzo Lombardo, Eleonora Ceccaldi |
| 2019 | EMNLP | Auditing Deep Learning processes through Kernel-based Explanatory Models. | Danilo Croce, Daniele Rossini, Roberto Basili |
| 2018 | EMNLP | Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures. | Danilo Croce, Daniele Rossini, Roberto Basili |
| 2017 | ACL | Deep Learning in Semantic Kernel Spaces. | Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili |
| 2017 | ACL | Structured Learning for Context-aware Spoken Language Understanding of Robotic Commands. | Andrea Vanzo, Danilo Croce, Roberto Basili, Daniele Nardi |
| 2016 | ECIR | Large-Scale Kernel-Based Language Learning Through the Ensemble Nystr đdoto o ¨ m Methods. | Danilo Croce, Roberto Basili |
| 2016 | IJCAI | A Discriminative Approach to Grounded Spoken Language Understanding in Interactive Robotics. | Emanuele Bastianelli, Danilo Croce, Andrea Vanzo, Roberto Basili, Daniele Nardi |
| 2016 | LREC | A Language Independent Method for Generating Large Scale Polarity Lexicons. | Giuseppe Castellucci, Danilo Croce, Roberto Basili |
| 2015 | AAAI | A Stratified Strategy for Efficient Kernel-Based Learning. | Simone Filice, Danilo Croce, Roberto Basili |
| 2015 | ACL | KeLP: a Kernel-based Learning Platform for Natural Language Processing. | Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili |
| 2015 | Interspeech | Using semantic maps for robust natural language interaction with robots. | Emanuele Bastianelli, Danilo Croce, Roberto Basili, Daniele Nardi |
| 2015 | NLDB | Acquiring a Large Scale Polarity Lexicon Through Unsupervised Distributional Methods. | Giuseppe Castellucci, Danilo Croce, Roberto Basili |
| 2014 | CIKM | Semantic Compositionality in Tree Kernels. | Paolo Annesi, Danilo Croce, Roberto Basili |
| 2014 | COLING | A context-based model for Sentiment Analysis in Twitter. | Andrea Vanzo, Danilo Croce, Roberto Basili |
| 2014 | ECAI | Effective and Robust Natural Language Understanding for Human-Robot Interaction. | Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili, Daniele Nardi |
| 2014 | ECIR | Effective Kernelized Online Learning in Language Processing Tasks. | Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili |
| 2014 | LREC | HuRIC: a Human Robot Interaction Corpus. | Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Luca Iocchi, Roberto Basili, Daniele Nardi |
| 2014 | RoboCup | RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets. | Emanuele Bastianelli, Luca Iocchi, Daniele Nardi, Giuseppe Castellucci, Danilo Croce, Roberto Basili |
| 2013 | IBPRIA | A Robust Machine Learning Approach for Signal Separation and Classification. | Simone Filice, Danilo Croce, Roberto Basili |
| 2013 | ICDM | Robust Language Learning via Efficient Budgeted Online Algorithms. | Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili |
| 2013 | ICMLA | Linear Online Learning over Structured Data with Distributed Tree Kernels. | Simone Filice, Danilo Croce, Roberto Basili, Fabio Massimo Zanzotto |
| 2012 | ACL | Verb Classification using Distributional Similarity in Syntactic and Semantic Structures. | Danilo Croce, Alessandro Moschitti, Roberto Basili, Martha Palmer |
| 2012 | CICLING | Distributional Models and Lexical Semantics in Convolution Kernels. | Danilo Croce, Simone Filice, Roberto Basili |
| 2012 | ECAI | Robust Requirements Analysis in Complex Systems through Machine Learning. | Francesco Garzoli, Danilo Croce, Manuela Nardini, Francesco Ciambra, Roberto Basili |
| 2011 | CIKM | Semantic convolution kernels over dependency trees: smoothed partial tree kernel. | Danilo Croce, Alessandro Moschitti, Roberto Basili |
| 2011 | EMNLP | Structured Lexical Similarity via Convolution Kernels on Dependency Trees. | Danilo Croce, Alessandro Moschitti, Roberto Basili |
| 2010 | ACL | Towards Open-Domain Semantic Role Labeling. | Danilo Croce, Cristina Giannone, Paolo Annesi, Roberto Basili |
| 2010 | CICLING | Acquiring IE Patterns through Distributional Lexical Semantic Models. | Roberto Basili, Danilo Croce, Cristina Giannone, Diego De Cao |
| 2010 | LREC | Extensive Evaluation of a FrameNet-WordNet mapping resource. | Diego De Cao, Danilo Croce, Roberto Basili |
| 2009 | CICLING | Cross-Language Frame Semantics Transfer in Bilingual Corpora. | Roberto Basili, Diego De Cao, Danilo Croce, Bonaventura Coppola, Alessandro Moschitti |
| 2009 | ICMLA | Semantic Word Spaces for Robust Role Labeling. | Cristina Giannone, Danilo Croce, Roberto Basili |
| 2008 | EMNLP | Automatic induction of FrameNet lexical units. | Marco Pennacchiotti, Diego De Cao, Roberto Basili, Danilo Croce, Michael Roth |