Roberto Basili

235 papers A* 13A 14B 18C 9Misc 4Journal 34Unranked 132

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Integrating AI and IR Paradigms for Sustainable and Trustworthy Accurate Access to Large Scale Biomedical Information. ECIR (3) Federico Borazio, Francesco Labbate, Danilo Croce, Roberto Basili
2026	B	`conf`	Learning Molecular Structures from Infrared Spectra Through Latent Evidence Prediction. IDA Sergio José Peresson, Danilo Croce, Roberto Basili
2026	—	`conf`	UniTor at Cruciverb-IT: Retrieval-Augmented Two-Step Reasoning for Italian Crossword Clue Answering. EVALITA Andriy Shcherbakov, Danilo Croce, Roberto Basili
2026	—	`conf`	UniTor at DeSegMa-It: Analyzing Supervision and Encoder Representations for Italian Machine-Generated Text Detection. EVALITA Federico Borazio, Giacomo De Luca, Daniele Pasquini, Danilo Croce, Roberto Basili
2026	—	`conf`	UniTor at EVWSD-ITA: Zero-Shot Visual Word Sense Disambiguation via Visual Question-Answering. EVALITA Claudiu D. Hromei, Antonio Scaiella, Danilo Croce, Roberto Basili
2026	—	`conf`	UniTor at PFB: Constrained Agentic Prompting and Self-Consistency for Financial Multi-Choice QA. EVALITA Federico Borazio, Seyed Alireza Mousavian Anaraki, Shahid Iqbal Rai, Danilo Croce, Roberto Basili
2025	—	`conf`	Adapting LLMs for Domain-Specific Retrieval: A Case Study in Nuclear Safety. ECIR (5) Federico Borazio, Danilo Croce, Roberto Basili
2025	—	`conf`	Automatic GRI-SDG Annotation and LLM-Based Filtering for Sustainability Reports. CLiC-it Seyed Alireza Mousavian Anaraki, Danilo Croce, Roberto Basili
2025	—	`conf`	Evaluating Large Language Models on Wikipedia Graph Navigation: Insights from the WikiGame. CLiC-it Daniele Margiotta, Danilo Croce, Roberto Basili
2025	A*	`conf`	Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands. EMNLP Claudiu Daniel Hromei, Antonio Scaiella, Danilo Croce, Roberto Basili
2025	—	`conf`	Neural technologies for predictive analytics in tourism governance processes. Ital-IA Natalia Pichierri, Daniele Margiotta, Andriy Shcherbakov, Danilo Croce, Roberto Basili
2025	—	`conf`	Sanskrit Voyager: Unified Web Platform for Interactive Reading and Linguistic Analysis of Sanskrit Texts. EMNLP (System Demonstrations) Giacomo De Luca, Danilo Croce, Roberto Basili
2025	—	`conf`	Training Multi-Modal LLMs through Dialogue Planning for HRI. ACL (Findings) Claudiu Daniel Hromei, Federico Borazio, Andrea Sensi, Elisa Passone, Danilo Croce, Roberto Basili
2025	—	`conf`	UniTor at BioASQ 2025: Modular Biomedical QA with Synthetic Snippets and Multiple Task Answer Generation. CLEF (Working Notes) Federico Borazio, Andriy Shcherbakov, Danilo Croce, Roberto Basili
2024	J	`jnl`	AI-driven transcriptomic encoders: From explainable models to accurate, sample-independent cancer diagnostics. Expert Syst. Appl. Danilo Croce, Artem Smirnov, Luigi Tiburzi, Serena Travaglini, Roberta Costa, Armando Calabrese, Roberto Basili, Nathan Levialdi Ghiron, Gerry Melino
2024	—	`conf`	Evaluating Multimodal Large Language Models for Visual Question-Answering in Italian. NL4AI@AI*IA Antonio Scaiella, Daniele Margiotta, Claudiu Daniel Hromei, Danilo Croce, Roberto Basili
2024	—	`conf`	La Non Canonica L'hai Studiata? Exploring LLMs and Sentence Canonicity in Italian. CLiC-it Claudiu D. Hromei, Danilo Croce, Rodolfo Delmonte, Roberto Basili
2024	—	`conf`	MM-IGLU-IT: Multi-modal Interactive Grounded Language Understanding in Italian. AI*IA Federico Borazio, Claudiu Daniel Hromei, Elisa Passone, Danilo Croce, Roberto Basili
2024	—	`conf`	MM-IGLU: Multi-Modal Interactive Grounded Language Understanding. LREC/COLING Claudiu Daniel Hromei, Daniele Margiotta, Danilo Croce, Roberto Basili
2023	—	`ed.`	AIxIA 2023 - Advances in Artificial Intelligence - XXIInd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2023, Rome, Italy, November 6-9, 2023, Proceedings AI*IA Roberto Basili, Domenico Lembo, Carla Limongelli, Andrea Orlandini
2023	—	`conf`	An End-to-end Transformer-based Model for Interactive Grounded Language Understanding. NL4AI@AI*IA Claudiu Daniel Hromei, Daniele Margiotta, Danilo Croce, Roberto Basili
2023	—	`conf`	Business Knowledge and Neural Learning: organisation-specific transformer via semantic pre-training. Ital-IA Daniele Margiotta, Danilo Croce, Marco Rotoloni, Barbara Cacciamani, Roberto Basili
2023	—	`conf`	End-to-end Dependency Parsing via Auto-regressive Large Language Model. CLiC-it Claudiu Daniel Hromei, Danilo Croce, Roberto Basili
2023	—	`conf`	ExtremITA at EVALITA 2023: Multi-Task Sustainable Scaling to Large Language Models at its Extreme. EVALITA Claudiu D. Hromei, Danilo Croce, Valerio Basile, Roberto Basili
2023	J	`jnl`	Grounding End-to-End Pre-trained architectures for Semantic Role Labeling in multiple languages. Intelligenza Artificiale Claudiu D. Hromei, Danilo Croce, Roberto Basili
2023	J	`jnl`	Integrating Physical and Cognitive Interaction Capabilities in a Robot-Aided Rehabilitation Platform. IEEE Syst. J. Christian Tamantini, Francesco Scotto di Luzio, Claudiu Daniel Hromei, Lorenzo Cristofori, Danilo Croce, Marco Cammisa, Arcangela Cristofaro, Maria Vittoria Marabello, Roberto Basili, Loredana Zollo
2023	—	`ed.`	Proceedings of the Discussion Papers - 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023 DP) co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), Rome, Italy, November 6-9, 2023. DP@AI*IA Roberto Basili, Domenico Lembo, Carla Limongelli, Andrea Orlandini
2023	—	`conf`	Scaling Large Language Models to the Extreme: Neural Semantic Processing of Multiple Tasks in Italian. AI*IA Claudiu D. Hromei, Danilo Croce, Valerio Basile, Roberto Basili
2023	—	`conf`	TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic Similarity. DeLTA Daniele Margiotta, Danilo Croce, Roberto Basili
2022	—	`conf`	Embedding Contextual Information in Seq2seq Models for Grounded Semantic Role Labeling. AI*IA Claudiu Daniel Hromei, Lorenzo Cristofori, Danilo Croce, Roberto Basili
2022	—	`conf`	Ethics by Design for Intelligent and Sustainable Adaptive Systems. AI*IA Luca Squadrone, Danilo Croce, Roberto Basili
2022	—	`conf`	Grounding end-to-end Architectures for Semantic Role Labeling in Human Robot Interaction. NL4AI@AI*IA Claudiu Daniel Hromei, Danilo Croce, Roberto Basili
2022	—	`conf`	Learning to Generate Examples for Semantic Processing Tasks. NAACL-HLT Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili
2021	—	`conf`	GQA-it: Italian Question Answering on Image Scene Graphs. CLiC-it Danilo Croce, Lucia C. Passaro, Alessandro Lenci, Roberto Basili
2021	—	`conf`	HeAL9000: an Intelligent Rehabilitation Robot. SMARTERCARE@AI*IA Lorenzo Cristofori, Claudiu D. Hromei, Francesco Scotto di Luzio, Christian Tamantini, Francesca Cordella, Danilo Croce, Loredana Zollo, Roberto Basili
2021	—	`conf`	Knowledge-Based Neural Pre-training for Intelligent Document Management. AI*IA Daniele Margiotta, Danilo Croce, Marco Rotoloni, Barbara Cacciamani, Roberto Basili
2021	—	`conf`	Learning to Solve NLP Tasks in an Incremental Number of Languages. ACL/IJCNLP (2) Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
2021	—	`conf`	MT-GAN-BERT: Multi-Task and Generative Adversarial Learning for Sustainable Language Processing. NL4AI@AI*IA Claudia Breazzano, Danilo Croce, Roberto Basili
2021	—	`conf`	Multi-task and Generative Adversarial Learning for Robust and Sustainable Text Classification. AI*IA Claudia Breazzano, Danilo Croce, Roberto Basili
2020	A*	`conf`	Actionable Ethics through Neural Learning. AAAI Daniele Rossini, Danilo Croce, Sara Mancini, Massimo Pellegrino, Roberto Basili
2020	J	`jnl`	Adversarial training for few-shot text classification. Intelligenza Artificiale Danilo Croce, Giuseppe Castellucci, Roberto Basili
2020	—	`conf`	Automatic Induction of FrameNet lexical units in Italian. CLiC-it Silvia Brambilla, Danilo Croce, Fabio Tamburini, Roberto Basili
2020	A*	`conf`	GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples. ACL Danilo Croce, Giuseppe Castellucci, Roberto Basili
2020	J	`jnl`	GASP! Generating Abstracts of Scientific Papers from Abstracts of Cited Papers. CoRR Fabio Massimo Zanzotto, Viviana Bono, Paola Vocca, Andrea Santilli, Danilo Croce, Giorgio Gambosi, Roberto Basili
2020	J	`jnl`	Grounded language interpretation of robotic commands through structured learning. Artif. Intell. Andrea Vanzo, Danilo Croce, Emanuele Bastianelli, Roberto Basili, Daniele Nardi
2020	—	`conf`	UNITOR @ DANKMEME: Combining Convolutional Models and Transformer-based architectures for accurate MEME management. EVALITA Claudia Breazzano, Edoardo Rubino, Danilo Croce, Roberto Basili
2020	—	`conf`	UNITOR @ Sardistance2020: Combining Transformer-based Architectures and Transfer Learning for Robust Stance Detection. EVALITA Simone Giorgioni, Marcello Politi, Samir Salman, Roberto Basili, Danilo Croce
2019	—	`conf`	Auditing Deep Learning processes through Kernel-based Explanatory Models. EMNLP/IJCNLP (1) Danilo Croce, Daniele Rossini, Roberto Basili
2019	—	`conf`	Auditing Deep Learning processes through Kernel-based Explanatory Models. IIR Danilo Croce, Daniele Rossini, Roberto Basili
2019	—	`conf`	Automatic Recognition of Narrative Drama Units: A Structured Learning Approach. Text2Story@ECIR Danilo Croce, Roberto Basili, Vincenzo Lombardo, Eleonora Ceccaldi
2019	—	`conf`	Deep Bidirectional Transformers for Italian Question Answering. CLiC-it Danilo Croce, Giorgio Brandi, Roberto Basili
2019	J	`jnl`	Enabling deep learning for large scale question answering in Italian. Intelligenza Artificiale Danilo Croce, Alexandra Zelenanska, Roberto Basili
2019	—	`conf`	Kernel-Based Generative Adversarial Networks for Weakly Supervised Learning. AI*IA Danilo Croce, Giuseppe Castellucci, Roberto Basili
2019	J	`jnl`	Making sense of kernel spaces in neural learning. Comput. Speech Lang. Danilo Croce, Simone Filice, Roberto Basili
2019	J	`jnl`	Neural embeddings: accurate and readable inferences based on semantic kernels. Nat. Lang. Eng. Danilo Croce, Daniele Rossini, Roberto Basili
2018	—	`conf`	A Kernel-based Approach for Irony and Sarcasm Detection in Italian. EVALITA@CLiC-it Andrea Santilli, Danilo Croce, Roberto Basili
2018	—	`conf`	A Markovian Kernel-based Approach for itaLIan Speech acT labEliNg. EVALITA@CLiC-it Danilo Croce, Roberto Basili
2018	—	`conf`	Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures. BlackboxNLP@EMNLP Danilo Croce, Daniele Rossini, Roberto Basili
2018	—	`conf`	Neural Learning for Question Answering in Italian. AI*IA Danilo Croce, Alexandra Zelenanska, Roberto Basili
2018	—	`conf`	On the Readability of Deep Learning Models: the role of Kernel-based Deep Architectures. CLiC-it Danilo Croce, Daniele Rossini, Roberto Basili
2017	—	`ed.`	AIIA 2017 Advances in Artificial Intelligence - XVIth International Conference of the Italian Association for Artificial Intelligence, Bari, Italy, November 14-17, 2017, Proceedings AIIA Floriana Esposito, Roberto Basili, Stefano Ferilli, Francesca A. Lisi
2017	—	`conf`	Deep Learning for Automatic Image Captioning in Poor Training Conditions. CLiC-it Caterina Masotti, Danilo Croce, Roberto Basili
2017	—	`conf`	Deep Learning in Semantic Kernel Spaces. ACL (1) Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili
2017	—	`conf`	Developing a Large Scale FrameNet for Italian: the IFrameNet Experience. CLiC-it Silvia Brambilla, Danilo Croce, Fabio Tamburini, Roberto Basili
2017	J	`jnl`	Effective and scalable kernel-based language learning via stratified Nyström methods. Intelligenza Artificiale Danilo Croce, Simone Filice, Roberto Basili
2017	J	`jnl`	KELP: a Kernel-based Learning Platform. J. Mach. Learn. Res. Simone Filice, Giuseppe Castellucci, Giovanni Da San Martino, Alessandro Moschitti, Danilo Croce, Roberto Basili
2017	—	`conf`	Monitoring Adolescents' Distress using Social Web data as a Source: the InsideOut Project. CLiC-it Roberto Basili, Valentina Bellomaria, Niels Jonas Bugge, Danilo Croce, Francesco De Michele, Federico Fiori Nastro, Paolo Fiori Nastro, Chantal Michel, Stefanie Schmidt, Frauke Schultze-Lutter
2017	—	`conf`	On the Impact of Linguistic Information in Kernel-Based Deep Architectures. AI*IA Danilo Croce, Simone Filice, Roberto Basili
2017	—	`ed.`	Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), Rome, Italy, December 11-13, 2017. CLiC-it Roberto Basili, Malvina Nissim, Giorgio Satta
2017	—	`conf`	Structured Learning for Context-aware Spoken Language Understanding of Robotic Commands. RoboNLP@ACL Andrea Vanzo, Danilo Croce, Roberto Basili, Daniele Nardi
2017	J	`jnl`	Structured learning for spoken language understanding in human-robot interaction. Int. J. Robotics Res. Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili, Daniele Nardi
2016	A*	`conf`	A Discriminative Approach to Grounded Spoken Language Understanding in Interactive Robotics. IJCAI Emanuele Bastianelli, Danilo Croce, Andrea Vanzo, Roberto Basili, Daniele Nardi
2016	B	`conf`	A Language Independent Method for Generating Large Scale Polarity Lexicons. LREC Giuseppe Castellucci, Danilo Croce, Roberto Basili
2016	—	`conf`	Context-aware Convolutional Neural Networks for Twitter Sentiment Analysis in Italian. CLiC-it/EVALITA Giuseppe Castellucci, Danilo Croce, Roberto Basili
2016	—	`conf`	Context-aware Spoken Language Understanding for Human Robot Interaction. CLiC-it/EVALITA Andrea Vanzo, Danilo Croce, Roberto Basili, Daniele Nardi
2016	—	`conf`	Dialogue with Robots to Support Symbiotic Autonomy. IWSDS Andrea Vanzo, Danilo Croce, Emanuele Bastianelli, Guglielmo Gemignani, Roberto Basili, Daniele Nardi
2016	—	`conf`	Injecting Sentiment Information in Context-aware Convolutional Neural Networks. IIR Danilo Croce, Giuseppe Castellucci, Roberto Basili
2016	—	`conf`	KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers. SemEval@NAACL-HLT Simone Filice, Danilo Croce, Alessandro Moschitti, Roberto Basili
2016	A	`conf`	Large-Scale Kernel-Based Language Learning Through the Ensemble Nystr đdoto o ¨ m Methods. ECIR Danilo Croce, Roberto Basili
2016	—	`conf`	Nyström Methods for Efficient Kernel-Based Methods for Community Question Answering. CLiC-it/EVALITA Danilo Croce, Simone Filice, Roberto Basili
2016	J	`jnl`	Robust Spoken Language Understanding for House Service Robots. Polibits Andrea Vanzo, Danilo Croce, Emanuele Bastianelli, Roberto Basili, Daniele Nardi
2016	—	`conf`	Spoken Language Understanding for Service Robotics in Italian. AI*IA Andrea Vanzo, Danilo Croce, Giuseppe Castellucci, Roberto Basili, Daniele Nardi
2016	—	`conf`	Structured Knowledge and Kernel-based Learning: the case of Grounded Spoken Language Learning in Interactive Robotics. URANIA@AI*IA Roberto Basili, Danilo Croce
2016	—	`conf`	User Mood Tracking for Opinion Analysis on Twitter. AI*IA Giuseppe Castellucci, Danilo Croce, Diego De Cao, Roberto Basili
2015	—	`conf`	A Compositional Perspective in Convolution Kernels. IIR Roberto Basili, Paolo Annesi, Giuseppe Castellucci, Danilo Croce
2015	A*	`conf`	A Stratified Strategy for Efficient Kernel-Based Learning. AAAI Simone Filice, Danilo Croce, Roberto Basili
2015	C	`conf`	Acquiring a Large Scale Polarity Lexicon Through Unsupervised Distributional Methods. NLDB Giuseppe Castellucci, Danilo Croce, Roberto Basili
2015	—	`conf`	Bootstrapping Large Scale Polarity Lexicons through Advanced Distributional Methods. AI*IA Giuseppe Castellucci, Danilo Croce, Roberto Basili
2015	—	`ch.`	Distributional Models for Lexical Semantics: An Investigation of Different Representations for Natural Language Learning. Italian Natural Language Processing within the PARLI Project Danilo Croce, Simone Filice, Roberto Basili
2015	—	`ed.`	Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project Italian Natural Language Processing within the PARLI Project Roberto Basili, Cristina Bosco, Rodolfo Delmonte, Alessandro Moschitti, Maria Simi
2015	—	`conf`	KeLP: a Kernel-based Learning Platform for Natural Language Processing. ACL (System Demonstrations) Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
2015	—	`ch.`	Semantic Tree Kernels for Statistical Natural Language Learning. Italian Natural Language Processing within the PARLI Project Danilo Croce, Roberto Basili, Alessandro Moschitti
2015	—	`conf`	Using Semantic Models for Robust Natural Language Human Robot Interaction. AI*IA Emanuele Bastianelli, Danilo Croce, Roberto Basili, Daniele Nardi
2015	A	`conf`	Using semantic maps for robust natural language interaction with robots. INTERSPEECH Emanuele Bastianelli, Danilo Croce, Roberto Basili, Daniele Nardi
2014	B	`conf`	A context-based model for Sentiment Analysis in Twitter. COLING Andrea Vanzo, Danilo Croce, Roberto Basili
2014	A	`conf`	Effective Kernelized Online Learning in Language Processing Tasks. ECIR Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
2014	A	`conf`	Effective and Robust Natural Language Understanding for Human-Robot Interaction. ECAI Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili, Daniele Nardi
2014	—	`conf`	Enabling Enterprise Semantic Search through Language Technologies: the ProgressIt Experience. IIR Roberto Basili, Andrea Ciapetti, Danilo Croce, Valeria Marino, Paolo Salvatore, Valerio Storch
2014	B	`conf`	HuRIC: a Human Robot Interaction Corpus. LREC Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Luca Iocchi, Roberto Basili, Daniele Nardi
2014	—	`ed.`	Proceedings of the 5th Italian Information Retrieval Workshop, Roma, Italy, January 20-21, 2014. IIR Roberto Basili, Fabio Crestani, Marco Pennacchiotti
2014	C	`conf`	RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets. RoboCup Emanuele Bastianelli, Luca Iocchi, Daniele Nardi, Giuseppe Castellucci, Danilo Croce, Roberto Basili
2014	A	`conf`	Semantic Compositionality in Tree Kernels. CIKM Paolo Annesi, Danilo Croce, Roberto Basili
2014	—	`conf`	UNITOR: Aspect Based Sentiment Analysis with Structured Learning. SemEval@COLING Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
2013	—	`conf`	A HMM-based Approach to Question Answering against Linked Data. CLEF (Working Notes) Cristina Giannone, Valentina Bellomaria, Roberto Basili
2013	Misc	`conf`	A Robust Machine Learning Approach for Signal Separation and Classification. IbPRIA Simone Filice, Danilo Croce, Roberto Basili
2013	—	`conf`	Chatting to Personalize and Plan Cultural Itineraries. UMAP Workshops Antonio Sorgente, Nadia Brancati, Cristina Giannone, Fabio Massimo Zanzotto, Francesco Mele, Roberto Basili
2013	—	`conf`	Enabling Advanced Business Intelligence in Divino. DART@AI*IA Danilo Croce, Francesco Garzoli, Marco Montesi, Diego De Cao, Roberto Basili
2013	—	`conf`	INSEARCH: A Platform for Enterprise Semantic Search. IIR Diego De Cao, Valerio Storch, Danilo Croce, Roberto Basili
2013	—	`conf`	Kernel-Based Discriminative Re-ranking for Spoken Command Understanding in HRI. AI*IA Roberto Basili, Emanuele Bastianelli, Giuseppe Castellucci, Daniele Nardi, Vittorio Perera
2013	—	`conf`	Linear Online Learning over Structured Data with Distributed Tree Kernels. ICMLA (1) Simone Filice, Danilo Croce, Roberto Basili, Fabio Massimo Zanzotto
2013	—	`ed.`	Proceedings of the 4th Italian Information Retrieval Workshop, Pisa, Italy, January 16-17, 2013 IIR Roberto Basili, Fabrizio Sebastiani, Giovanni Semeraro
2013	—	`conf`	Robust Language Learning via Efficient Budgeted Online Algorithms. ICDM Workshops Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
2013	J	`jnl`	Semantic technologies for industry: From knowledge modeling and integration to intelligent applications. Intelligenza Artificiale Giovanni Semeraro, Pierpaolo Basile, Roberto Basili, Marco de Gemmis, Chiara Ghidini, Maurizio Lenzerini, Pasquale Lops, Alessandro Moschitti, Cataldo Musto, Fedelucio Narducci, Arianna Pipitone, Roberto Pirrone, Piero Poccianti, Luciano Serafini
2013	—	`conf`	Textual Inference and Meaning Representation in Human Robot Interaction. JSSP Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili
2013	—	`conf`	Towards Compositional Tree Kernels. JSSP Paolo Annesi, Danilo Croce, Roberto Basili
2013	—	`conf`	UNITOR-CORE_TYPED: Combining Text Similarity and Semantic Filters through SV Regression. *SEM@NAACL-HLT Danilo Croce, Valerio Storch, Roberto Basili
2013	—	`conf`	UNITOR-HMM-TK: Structured Kernel-based learning for Spatial Role Labeling. SemEval@NAACL-HLT Emanuele Bastianelli, Danilo Croce, Roberto Basili, Daniele Nardi
2013	—	`conf`	UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis. SemEval@NAACL-HLT Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
2012	—	`conf`	Algebraic Compositional Models for Semantic Similarity in Ranking and Clustering. IIR Paolo Annesi, Valerio Storch, Danilo Croce, Roberto Basili
2012	—	`conf`	Distributional Compositional Semantics and Text Similarity. ICSC Danilo Croce, Valerio Storch, Paolo Annesi, Roberto Basili
2012	—	`conf`	Distributional Models and Lexical Semantics in Convolution Kernels. CICLing (1) Danilo Croce, Simone Filice, Roberto Basili
2012	—	`conf`	Grammatical Feature Engineering for Fine-grained IR Tasks. IIR Danilo Croce, Roberto Basili
2012	—	`conf`	Innovation-Related Enterprise Semantic Search: The INSEARCH Experience. ICSC Roberto Basili, Armando Stellato, Daniele Previtali, Paolo Salvatore, Jörg Wurzer
2012	J	`jnl`	Natural language processing in the web era. Intelligenza Artificiale Roberto Basili, Bernardo Magnini
2012	—	`conf`	Robust Requirements Analysis in Complex Systems through Machine Learning. EternalS@ECAI Francesco Garzoli, Danilo Croce, Manuela Nardini, Francesco Ciambra, Roberto Basili
2012	—	`conf`	Space Projections as Distributional Models for Semantic Composition. CICLing (1) Paolo Annesi, Valerio Storch, Roberto Basili
2012	—	`conf`	UNITOR: Combining Semantic Text Similarity functions through SV Regression. SemEval@NAACL-HLT Danilo Croce, Paolo Annesi, Valerio Storch, Roberto Basili
2012	—	`conf`	Verb Classification using Distributional Similarity in Syntactic and Semantic Structures. ACL (1) Danilo Croce, Alessandro Moschitti, Roberto Basili, Martha Palmer
2011	—	`conf`	Enriched Page Rank for Multilingual Word Sense Disambiguation. IIR Diego De Cao, Roberto Basili, Matteo Luciani, Francesco Mesiano, Riccardo Rossi
2011	—	`conf`	EvalIta 2011: The EVALITA Roberto Basili, Diego De Cao, Alessandro Lenci, Alessandro Moschitti, Giulia Venturi
2011	—	`conf`	HNews: An Enhanced Multilingual Hyperlinking News Platform. IIR Diego De Cao, Daniele Previtali, Roberto Basili
2011	—	`conf`	Latent Topic Models of Surface Syntactic Information. AI*IA Roberto Basili, Cristina Giannone, Danilo Croce, Carlotta Domeniconi
2011	A	`conf`	Semantic convolution kernels over dependency trees: smoothed partial tree kernel. CIKM Danilo Croce, Alessandro Moschitti, Roberto Basili
2011	—	`conf`	Structured Learning for Semantic Role Labeling. AI*IA Danilo Croce, Roberto Basili
2011	A*	`conf`	Structured Lexical Similarity via Convolution Kernels on Dependency Trees. EMNLP Danilo Croce, Alessandro Moschitti, Roberto Basili
2011	J	`jnl`	Supervised semantic relation mining from linguistically noisy text documents. Int. J. Document Anal. Recognit. Cristina Giannone, Roberto Basili, Paolo Naggar, Alessandro Moschitti
2011	C	`conf`	Techniques based on Support Vector Machines for cloud detection on QuickBird satellite imagery. IGARSS Riccardo Rossi, Roberto Basili, Fabio Del Frate, Matteo Luciani, Francesco Mesiano
2010	C	`conf`	Acquiring IE Patterns through Distributional Lexical Semantic Models. CICLing Roberto Basili, Danilo Croce, Cristina Giannone, Diego De Cao
2010	C	`conf`	Cross-Lingual Alignment of FrameNet Annotations through Hidden Markov Models. CICLing Paolo Annesi, Roberto Basili
2010	J	`jnl`	Distributional lexical semantics: Toward uniform representation paradigms for advanced acquisition and processing tasks. Nat. Lang. Eng. Roberto Basili, Marco Pennacchiotti
2010	B	`conf`	Extensive Evaluation of a FrameNet-WordNet mapping resource. LREC Diego De Cao, Danilo Croce, Roberto Basili
2010	—	`ed.`	Proceedings of the Fourth Workshop on Analytics for Noisy Unstructured Text Data, AND 2010, Toronto, Ontario, Canada, October 26th, 2010 (in conjunction with CIKM 2010) AND Roberto Basili, Daniel P. Lopresti, Christoph Ringlstetter, Shourya Roy, Klaus U. Schulz, L. Venkata Subramaniam
2010	—	`conf`	Robust and Efficient Page Rank for Word Sense Disambiguation. TextGraphs@ACL Diego De Cao, Roberto Basili, Matteo Luciani, Francesco Mesiano, Riccardo Rossi
2010	A	`conf`	Summary of the 4th workshop on analytics for noisy unstructured text data (AND). CIKM Roberto Basili, Daniel P. Lopresti, Christoph Ringlstetter, Shourya Roy, Klaus U. Schulz, L. Venkata Subramaniam
2010	A*	`conf`	Towards Open-Domain Semantic Role Labeling. ACL Danilo Croce, Cristina Giannone, Paolo Annesi, Roberto Basili
2009	—	`conf`	A Robust Geometric Model for Argument Classification. AI*IA Cristina Giannone, Danilo Croce, Roberto Basili, Diego De Cao
2009	—	`conf`	Automatic multimedia annotation through kernel combinations. WIAMIS Diego De Cao, Roberto Basili, Riccardo Petitti
2009	C	`conf`	Cross-Language Frame Semantics Transfer in Bilingual Corpora. CICLing Roberto Basili, Diego De Cao, Danilo Croce, Bonaventura Coppola, Alessandro Moschitti
2009	—	`conf`	Kernel-Based Learning for Domain-Specific Relation Extraction. AI*IA Roberto Basili, Cristina Giannone, Chiara Del Vescovo, Alessandro Moschitti, Paolo Naggar
2009	—	`conf`	Kernel-based relation extraction from investigative data. AND Cristina Giannone, Roberto Basili, Chiara Del Vescovo, Paolo Naggar, Alessandro Moschitti
2009	—	`conf`	Learning Semantic Roles for Ontology Patterns. Web Intelligence/IAT Workshops Roberto Basili, Danilo Croce, Diego De Cao, Cristina Giannone
2009	C	`conf`	Semantic Word Spaces for Robust Role Labeling. ICMLA Cristina Giannone, Danilo Croce, Roberto Basili
2008	—	`conf`	A Comparative Analysis of Kernel-Based Methods for the Classification of Land Cover Maps in Satellite Imagery. IGARSS (4) Roberto Basili, Fabio Del Frate, Matteo Luciani, Francesco Mesiano, Fabio Pacifici, Riccardo Rossi
2008	A*	`conf`	Automatic induction of FrameNet lexical units. EMNLP Marco Pennacchiotti, Diego De Cao, Roberto Basili, Danilo Croce, Michael Roth
2008	—	`conf`	Combining Word Sense and Usage for Modeling Frame Semantics. STEP Diego De Cao, Danilo Croce, Marco Pennacchiotti, Roberto Basili
2008	—	`conf`	Semantically Rich Spaces for Document Clustering. DEXA Workshops Roberto Basili, Paolo Marocco, Daniele Milizia
2008	B	`conf`	Towards a Vector Space Model for FrameNet-like Resources. LREC Marco Pennacchiotti, Diego De Cao, Paolo Marocco, Roberto Basili
2008	J	`jnl`	Tree Kernels for Semantic Role Labeling. Comput. Linguistics Alessandro Moschitti, Daniele Pighin, Roberto Basili
2007	—	`ed.`	AIIA 2007: Artificial Intelligence and Human-Oriented Computing, 10th Congress of the Italian Association for Artificial Intelligence, Rome, Italy, September 10-13, 2007, Proceedings AIIA Roberto Basili, Maria Teresa Pazienza
2007	A	`conf`	Advanced Structural Representations for Question Classification and Answer Re-ranking. ECIR Silvia Quarteroni, Alessandro Moschitti, Suresh Manandhar, Roberto Basili
2007	—	`conf`	Audio Feature Engineering for Automatic Music Genre Classification. RIAO Paolo Annesi, Roberto Basili, Raffaele Gitto, Alessandro Moschitti, Riccardo Petitti
2007	—	`conf`	Data-Driven Dialogue for Interactive Question Answering. AI*IA Roberto Basili, Diego De Cao, Cristina Giannone, Paolo Marocco
2007	A*	`conf`	Exploiting Syntactic and Shallow Semantic Kernels for Question Answer Classification. ACL Alessandro Moschitti, Silvia Quarteroni, Roberto Basili, Suresh Manandhar
2007	—	`conf`	Integrating Audiovisual and Semantic Metadata for Applications in Broadcast Archiving. BTW Workshops Werner Bailer, Peter Schallauer, Alberto Messina, Laurent Boch, Roberto Basili, Marco Cammisa, Borislav Popov
2007	—	`conf`	LSA-Based Automatic Acquisition of Semantic Image Descriptions. SAMT Roberto Basili, Riccardo Petitti, Dario Saracino
2007	—	`conf`	Mining Web Data for Image Semantic Annotation. AI*IA Roberto Basili, Riccardo Petitti, Dario Saracino
2007	—	`conf`	Ontological Modeling for Interactive Question Answering. OTM Workshops (1) Roberto Basili, Diego De Cao, Cristina Giannone
2007	—	`conf`	RTV: Tree Kernels for Thematic Role Classification. SemEval@ACL Daniele Pighin, Alessandro Moschitti, Roberto Basili
2006	J	`jnl`	A Semantic Kernel to Classify Texts with Very Few Training Examples. Informatica (Slovenia) Roberto Basili, Marco Cammisa, Alessandro Moschitti
2006	B	`conf`	A Tree Kernel approach to Question and Answer Classification in Question Answering Systems. LREC Alessandro Moschitti, Roberto Basili
2006	—	`conf`	Creating Rich Metadata in the TV Broadcast Archives Environment: The PrestoSpace Project. AXMEDIS Alberto Messina, Laurent Boch, Giorgio Dimino, Werner Bailer, Peter Schallauer, Walter Allasia, Milton Groppo, M. Vigilante, Roberto Basili
2006	—	`conf`	Designing Semantic Kernels as Implicit Superconcept Expansions. LWA Stephan Bloehdorn, Roberto Basili, Marco Cammisa, Alessandro Moschitti
2006	J	`jnl`	Extensive Evaluation of Efficient NLP-Driven Text Classification. Appl. Artif. Intell. Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza
2006	A	`conf`	Imegrating Domain and Paradigmatic Similarity for unsupervised Sense Tagging. ECAI Roberto Basili, Marco Cammisa, Alfio Massimiliano Gliozzo
2006	A*	`conf`	Semantic Kernels for Text Classification Based on Topological Measures of Feature Similarity. ICDM Stephan Bloehdorn, Roberto Basili, Marco Cammisa, Alessandro Moschitti
2006	B	`conf`	Semantic Role Labeling via Tree Kernel Joint Inference. CoNLL Alessandro Moschitti, Daniele Pighin, Roberto Basili
2006	A	`conf`	Semantic Tree Kernels to Classify Predicate Argument Structures. ECAI Alessandro Moschitti, Bonaventura Coppola, Daniele Pighin, Roberto Basili
2006	J	`jnl`	Semantic indexing and hyperlinking of multimedia news: the RitroveRAI System. J. Digit. Inf. Manag. Roberto Basili, Marco Cammisa, Emanuele Donati, Alessandro Moschitti
2006	—	`conf`	Tree Kernel Engineering in Semantic Role Labeling Systems. Learning Structured Information@EACL Alessandro Moschitti, Daniele Pighin, Roberto Basili
2005	—	`conf`	A Semantic Kernel to Exploit Linguistic Knowledge. AI*IA Roberto Basili, Marco Cammisa, Alessandro Moschitti
2005	B	`conf`	Effective use of WordNet Semantics via Kernel-Based Learning. CoNLL Roberto Basili, Marco Cammisa, Alessandro Moschitti
2005	B	`conf`	Hierarchical Semantic Role Labeling. CoNLL Alessandro Moschitti, Ana-Maria Giuglea, Bonaventura Coppola, Roberto Basili
2005	—	`conf`	Ontology-driven Information Retrieval in FF-Poirot. SWAP Roberto Basili, Marco Cammisa, Maria Vittoria Marabello, Marco Pennacchiotti, Dario Saracino, Fabio Massimo Zanzotto
2005	Misc	`conf`	RitroveRAI: A Web Application for Semantic Indexing and Hyperlinking of Multimedia News. ISWC Roberto Basili, Marco Cammisa, Emanuele Donati
2004	B	`conf`	A Similarity Measure for Unsupervised Semantic Disambiguation. LREC Roberto Basili, Marco Cammisa, Fabio Massimo Zanzotto
2004	B	`conf`	A2Q: An Agent-based Architecure for Multilingual Q&A. LREC Roberto Basili, Nicola Lorusso, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2004	—	`conf`	Classification of musical genre: a machine learning approach. ISMIR Roberto Basili, Alfredo Serafini, Armando Stellato
2004	A	`conf`	Complex Linguistic Features for Text Classification: A Comprehensive Study. ECIR Alessandro Moschitti, Roberto Basili
2004	J	`jnl`	Integrating Linguistic and Ontological Knowledge through Lexical Acquisition. Intelligenza Artificiale Roberto Basili
2004	B	`conf`	Large Scale Experiments for Semantic Labeling of Noun Phrases in Raw Text. LREC Louise Guthrie, Roberto Basili, Fabio Massimo Zanzotto, Kalina Bontcheva, Hamish Cunningham, David Guthrie, Jia Cui, Marco Cammisa, Jerry Cheng-Chieh Liu, Cassia Farria Martin, Kristiyan Haralambiev, Martin Holub, Klaus Macherey, Frederick Jelinek
2004	C	`conf`	Ontology-Based Question Answering in a Federation of University Sites: The MOSES Case Study. NLDB Paolo Atzeni, Roberto Basili, Dorte Haltrup Hansen, Paolo Missier, Patrizia Paggio, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2004	—	`conf`	Understanding the Web through its Language. Web Intelligence Roberto Basili, Michele Vindigni, Fabio Massimo Zanzotto
2003	Misc	`conf`	Inducing hyperlinking rules in text collections. RANLP Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2003	—	`conf`	Integrating Ontological and Linguistic Knowledge for Conceptual Information Extraction. Web Intelligence Roberto Basili, Michele Vindigni, Fabio Massimo Zanzotto
2003	J	`jnl`	Learning to Classify Text Using Support Vector Machines: Methods, Theory, and Algorithms by Thorsten Joachims. Comput. Linguistics Roberto Basili
2003	J	`jnl`	Personalizing Web Publishing via Information Extraction. IEEE Intell. Syst. Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2002	A	`conf`	Acquisition of conceptual domain dictionaries via decision tree learning. ECAI Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2002	B	`conf`	Decision Trees as Explicit Domain Term Definitions. COLING Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2002	A	`conf`	Empirical investigation of fast text classification over linguistic features. ECAI Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza
2002	J	`jnl`	Intelligent NLP-Driven Text Classification. Int. J. Artif. Intell. Tools Roberto Basili, Alessandro Moschitti
2002	J	`jnl`	Parsing engineering and empirical robustness. Nat. Lang. Eng. Roberto Basili, Fabio Massimo Zanzotto
2002	—	`conf`	Web-Based Information Access: Multilingual Automatic Authoring. ITCC Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2001	—	`conf`	A Hybrid Approach to Optimize Feature Selection Process in Text Classification. AI*IA Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza
2001	B	`conf`	A Robust Model for Intelligent Text Classification. ICTAI Roberto Basili, Alessandro Moschitti
2001	—	`conf`	Flexible Parsing Architectures for NLP Applications. AI*IA Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2001	—	`conf`	Identification of Relevant Terms to Support the Construction of Domain Ontologies. HTLKM@ACL Paola Velardi, Michele Missikoff, Roberto Basili
2001	—	`conf`	Multilingual Authoring: the NAMIC Approach. HTLKM@ACL Roberto Basili, Roberta Catizone, Lluís Padró, Maria Teresa Pazienza, German Rigau, Andrea Setzer, Nick Webb, Yorick Wilks, Fabio Massimo Zanzotto
2001	A*	`conf`	NLP-driven IR: Evaluating Performances over a Text Classification task. IJCAI Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza
2000	—	`conf`	An Adaptive and Distributed Framework for Advanced IR. RIAO Roberto Basili, Maria Teresa Pazienza, Luigi Mazzucchelli
2000	—	`conf`	Customizable Modular Lexicalized Parsing. IWPT Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2000	—	`conf`	Language sensitive text classification. RIAO Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza
2000	B	`conf`	Tuning Lexicons to New Operational Scenarios. LREC Roberto Basili, Maria Teresa Pazienza, Michele Vindigni, Fabio Massimo Zanzotto
1999	—	`conf`	Engineering of IE Systems: An Object-Oriented Approach. SCIE Roberto Basili, Massimo Di Nanni, Maria Teresa Pazienza
1999	C	`conf`	Representing Document Content via an Object-Oriented Paradigm. ISMIS Roberto Basili, Massimo Di Nanni, Maria Teresa Pazienza
1998	—	`conf`	Automatic Adaptation of WordNet to Sublanguages and to Computational Tasks. WordNet@ACL/COLING Roberto Basili, Alessandro Cucchiarelli, Carlo Consoli, Maria Teresa Pazienza, Paola Velardi
1998	A	`conf`	Efficient Parsing for Information Extraction. ECAI Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto
1997	J	`jnl`	Contextual Word Sense Tuning and Disambiguation. Appl. Artif. Intell. Roberto Basili, Michelangelo Della Rocca, Maria Teresa Pazienza
1997	—	`conf`	Corpus-Driven Unsupervised Learning of Verb Subcategorization Frames. AI*IA Roberto Basili, Maria Teresa Pazienza, Michele Vindigni
1997	A*	`conf`	Inducing Terminology for Lexical Acquisition. EMNLP Roberto Basili, Gianluca De Rossi, Maria Teresa Pazienza
1997	—	`conf`	Lexical Acquisition and Information Extraction. SCIE Roberto Basili, Maria Teresa Pazienza
1996	J	`jnl`	An Empirical Symbolic Approach to Natural Language Processing. Artif. Intell. Roberto Basili, Maria Teresa Pazienza, Paola Velardi
1996	J	`jnl`	Integrating General-purpose and Corpus-based Verb Classification. Comput. Linguistics Roberto Basili, Paola Velardi, Maria Teresa Pazienza
1996	A*	`conf`	Unsupervised Learning of Syntactic Knowledge: Methods and Measures. EMNLP Roberto Basili, Alessandro Marziali, Maria Teresa Pazienza, Paola Velardi
1995	J	`jnl`	HIRMA: Hypertextual Information Retrieval System Managed by ARIOSTO. Data Knowl. Eng. Roberto Basili, Fabrizio Grisoli, Maria Teresa Pazienza
1994	B	`conf`	A "not-so-shallow" parser for collocational analysis. COLING Roberto Basili, Maria Teresa Pazienza, Paola Velardi
1994	—	`conf`	Might a semantic lexicon support hypertextual authoring? ANLP Roberto Basili, Fabrizio Grisoli, Maria Teresa Pazienza
1994	J	`jnl`	Modelling Syntactic Uncertainty in Lexical Acquisition from Texts. J. Quant. Linguistics Roberto Basili, Alessandro Marziali, Maria Teresa Pazienza
1993	J	`jnl`	Acquisition of selectional patterns in sublanguages. Mach. Transl. Roberto Basili, Maria Teresa Pazienza, Paola Velardi
1993	Misc	`conf`	Inducing a CG Representation for Basic-Level Categorization of Verbs. ICCS Roberto Basili, Maria Teresa Pazienza
1993	J	`jnl`	Semi-automatic extraction of linguistic information for syntactic disambiguation. Appl. Artif. Intell. Roberto Basili, Maria Teresa Pazienza, Paola Velardi
1993	J	`jnl`	What can be learned from raw texts? Mach. Transl. Roberto Basili, Maria Teresa Pazienza, Paola Velardi
1992	B	`conf`	A Knowledge-Based Approach to Statistical Query Processing. EDBT Carla Basili, Roberto Basili, Leonardo Meo-Evoli
1992	—	`conf`	Computational Lexicons: the Neat Examples and the Odd Exemplars. ANLP Roberto Basili, Maria Teresa Pazienza, Paola Velardi
1991	—	`conf`	Using Word Association for Syntactic Disambiguation. AI*IA Roberto Basili, Maria Teresa Pazienza, Paola Velardi
1990	—	`conf`	A Natural Language Interface to Expert Systems Based on Logic Predicates. Modelling the Innovation Maria Teresa Pazienza, Roberto Basili