Danilo Croce - RankMe

147 papers A* 8A 6B 5C 6Misc 1Journal 17Unranked 95

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	—	`ed.`	Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2026 - Volume 3: System Demonstrations, Rabat, Marocco, March 24-29, 2026 EACL (System Demonstrations) Danilo Croce, Jochen L. Leidner, Nafise Sadat Moosavi
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	J	`jnl`	Challenging the Abilities of Large Language Models in Italian: a Community Initiative. CoRR Malvina Nissim, Danilo Croce, Viviana Patti, Pierpaolo Basile, Giuseppe Attanasio, Elio Musacchio, Matteo Rinaldi, Federico Borazio, Maria Francis, Jacopo Gili, Daniel Scalena, Begoña Altuna, Ekhi Azurmendi, Valerio Basile, Luisa Bentivogli, Arianna Bisazza, Marianna Bolognesi, Dominique Brunato, Tommaso Caselli, Silvia Casola, Maria Cassese, Mauro Cettolo, Claudia Collacciani, Leonardo De Cosmo, Maria Pia di Buono, Andrea Esuli, Julen Etxaniz, Chiara Ferrando, Alessia Fidelangeli, Simona Frenda, Achille Fusco, Marco Gaido, Andrea Galassi, Federico Galli, Luca Giordano, Mattia Goffetti, Itziar Gonzalez-Dios, Lorenzo Gregori, Giulia Grundler, Sandro Iannaccone, Chunyang Jiang, Moreno La Quatra, Francesca Lagioia, Soda Marem Lo, Marco Madeddu, Bernardo Magnini, Raffaele Manna, Fabio Mercorio, Paola Merlo, Arianna Muti, Vivi Nastase, Matteo Negri, Dario Onorati, Elena Palmieri, Sara Papi, Lucia C. Passaro, Giulia Pensa, Andrea Piergentili, Daniele Potertì, Giovanni Puccetti, Federico Ranaldi, Leonardo Ranaldi, Andrea Amelio Ravelli, Martina Rosola, Elena Sofia Ruzzetti, Giuseppe Samo, Andrea Santilli, Piera Santin, Gabriele Sarti, Giovanni Sartor, Beatrice Savoldi, Antonio Serino, Andrea Seveso, Lucia Siciliani, Paolo Torroni, Rossella Varvara, Andrea Zaninello, Asya Zanollo, Fabio Massimo Zanzotto, Kamyar Zeinalipour, Andrea Zugarini
2025	—	`conf`	Evaluating Large Language Models on Wikipedia Graph Navigation: Insights from the WikiGame. CLiC-it Daniele Margiotta, Danilo Croce, Roberto Basili
2025	C	`conf`	Experience on Clock Rate Adjustment for Energy-Efficient GPU-Accelerated Real-World Codes. ISC Giorgio Amati, Matteo Turisini, Andrea Monterubbiano, Mattia Paladino, Elisabetta Boella, Daniele Gregori, Danilo Croce
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`	CALAMITA: Challenge the Abilities of LAnguage Models in ITAlian. CLiC-it Giuseppe Attanasio, Pierpaolo Basile, Federico Borazio, Danilo Croce, Maria Francis, Jacopo Gili, Elio Musacchio, Malvina Nissim, Viviana Patti, Matteo Rinaldi, Daniel Scalena
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`	Leveraging Large Language Models for Fact Verification in Italian. CLiC-it Antonio Scaiella, Stefano Costanzo, Elisa Passone, Danilo Croce, Giorgio Gambosi
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
2024	J	`jnl`	Special Issue: Selected papers from the AIxIA 2023 Workshops. Intelligenza Artificiale Andrea Brunello, Danilo Croce
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 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023 - System Demonstrations, Dubrovnik, Croatia, May 2-4, 2023 EACL (System Demonstrations) Danilo Croce, Luca Soldaini
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
2021	—	`ed.`	Proceedings of the Fifth Workshop on Natural Language for Artificial Intelligence (NL4AI 2021) co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIIA 2021), Online event, November 29, 2021. NL4AI@AIIA Elena Cabrio, Danilo Croce, Lucia C. Passaro, Rachele Sprugnoli
2021	J	`jnl`	Sentiment Polarity Classification at EVALITA: Lessons Learned and Open Challenges. IEEE Trans. Affect. Comput. Valerio Basile, Nicole Novielli, Danilo Croce, Francesco Barbieri, Malvina Nissim, Viviana Patti
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	—	`conf`	EVALITA 2020: Overview of the 7th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. EVALITA Valerio Basile, Danilo Croce, Maria Di Maro, Lucia C. Passaro
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	—	`ed.`	Proceedings of the 4th Workshop on Natural Language for Artificial Intelligence (NL4AI 2020) co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AIIA 2020), Anywhere, November 25th-27th, 2020. NL4AI@AIIA Pierpaolo Basile, Valerio Basile, Danilo Croce, Elena Cabrio
2020	—	`ed.`	Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), Online event, December 17th, 2020. EVALITA Valerio Basile, Danilo Croce, Maria Di Maro, Lucia C. Passaro
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
2018	—	`conf`	Overview of the EVALITA 2018 Aspect-based Sentiment Analysis Task (ABSITA). EVALITA@CLiC-it Pierpaolo Basile, Valerio Basile, Danilo Croce, Marco Polignano
2018	—	`ed.`	Proceedings of the 2nd Workshop on Natural Language for Artificial Intelligence (NL4AI 2018) co-located with 17th International Conference of the Italian Association for Artificial Intelligence (AIIA 2018), Trento, Italy, November 22nd to 23rd, 2018. NL4AI@AIIA Pierpaolo Basile, Valerio Basile, Danilo Croce, Felice Dell'Orletta, Marco Guerini
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 1st Workshop on Natural Language for Artificial Intelligence co-located with 16th International Conference of the Italian Association for Artificial Intelligence (AIIA 2017), Bari, Italy, November 16th - to - 17th, 2017. NL4AI@AIIA Pierpaolo Basile, Danilo Croce, Marco Guerini
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	—	`conf`	Overview of the Evalita 2016 SENTIment POLarity Classification Task. CLiC-it/EVALITA Francesco Barbieri, Valerio Basile, Danilo Croce, Malvina Nissim, Nicole Novielli, Viviana Patti
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	—	`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	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	Misc	`conf`	A Robust Machine Learning Approach for Signal Separation and Classification. IbPRIA Simone Filice, Danilo Croce, 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`	Linear Online Learning over Structured Data with Distributed Tree Kernels. ICMLA (1) Simone Filice, Danilo Croce, Roberto Basili, Fabio Massimo Zanzotto
2013	—	`conf`	Robust Language Learning via Efficient Budgeted Online Algorithms. ICDM Workshops Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
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`	Robust Requirements Analysis in Complex Systems through Machine Learning. EternalS@ECAI Francesco Garzoli, Danilo Croce, Manuela Nardini, Francesco Ciambra, Roberto Basili
2012	J	`jnl`	Structured learning for semantic role labeling. Intelligenza Artificiale Danilo Croce, Giuseppe Castellucci, Emanuele Bastianelli
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`	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 Kernel-Based Learning for the Frame Labeling over Italian Texts. EVALITA Danilo Croce, Emanuele Bastianelli, Giuseppe Castellucci
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
2010	C	`conf`	Acquiring IE Patterns through Distributional Lexical Semantic Models. CICLing Roberto Basili, Danilo Croce, Cristina Giannone, Diego De Cao
2010	—	`conf`	Comparing EEG/ERP-Like and fMRI-Like Techniques for Reading Machine Thoughts. Brain Informatics Fabio Massimo Zanzotto, Danilo Croce
2010	B	`conf`	Extensive Evaluation of a FrameNet-WordNet mapping resource. LREC Diego De Cao, Danilo Croce, Roberto Basili
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	C	`conf`	Cross-Language Frame Semantics Transfer in Bilingual Corpora. CICLing Roberto Basili, Diego De Cao, Danilo Croce, Bonaventura Coppola, Alessandro Moschitti
2009	—	`conf`	Learning Semantic Roles for Ontology Patterns. Web Intelligence/IAT Workshops Roberto Basili, Danilo Croce, Diego De Cao, Cristina Giannone
2009	—	`conf`	Reading What Machines " Brain Informatics Fabio Massimo Zanzotto, Danilo Croce
2009	C	`conf`	Semantic Word Spaces for Robust Role Labeling. ICMLA Cristina Giannone, Danilo Croce, Roberto Basili
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