Roberto Basili 0001 - researchr alias

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2024

MM-IGLU-IT: Multi-modal Interactive Grounded Language Understanding in ItalianFederico Borazio, Claudiu Daniel Hromei, Elisa Passone, Danilo Croce, Roberto Basili 0001. aiia 2024: 64-78 [doi]

AI-driven transcriptomic encoders: From explainable models to accurate, sample-independent cancer diagnosticsDanilo Croce, Artem Smirnov, Luigi Tiburzi, Serena Travaglini, Roberta Costa, Armando Calabrese, Roberto Basili 0001, Nathan Levialdi Ghiron, Gerry Melino. eswa, 258:125126, 2024. [doi]

La Non Canonica L'hai Studiata? Exploring LLMs and Sentence Canonicity in ItalianClaudiu D. Hromei, Danilo Croce, Rodolfo Delmonte, Roberto Basili 0001. clic-it 2024: [doi]

MM-IGLU: Multi-Modal Interactive Grounded Language UnderstandingClaudiu Daniel Hromei, Daniele Margiotta, Danilo Croce, Roberto Basili 0001. COLING 2024: 11440-11451 [doi]

Evaluating Multimodal Large Language Models for Visual Question-Answering in ItalianAntonio Scaiella, Daniele Margiotta, Claudiu Daniel Hromei, Danilo Croce, Roberto Basili 0001. nl4ai 2024: [doi]

2023

Scaling Large Language Models to the Extreme: Neural Semantic Processing of Multiple Tasks in ItalianClaudiu D. Hromei, Danilo Croce, Valerio Basile, Roberto Basili 0001. aiia 2023: 172-186 [doi]

ExtremITA at EVALITA 2023: Multi-Task Sustainable Scaling to Large Language Models at its ExtremeClaudiu D. Hromei, Danilo Croce, Valerio Basile, Roberto Basili 0001. evalita 2023: [doi]

Grounding End-to-End Pre-trained architectures for Semantic Role Labeling in multiple languagesClaudiu D. Hromei, Danilo Croce, Roberto Basili 0001. ia, 17(2):173-191, 2023. [doi]

An End-to-end Transformer-based Model for Interactive Grounded Language UnderstandingClaudiu Daniel Hromei, Daniele Margiotta, Danilo Croce, Roberto Basili 0001. nl4ai 2023: [doi]

End-to-end Dependency Parsing via Auto-regressive Large Language ModelClaudiu Daniel Hromei, Danilo Croce, Roberto Basili 0001. clic-it 2023: [doi]

Business Knowledge and Neural Learning: organisation-specific transformer via semantic pre-trainingDaniele Margiotta, Danilo Croce, Marco Rotoloni, Barbara Cacciamani, Roberto Basili 0001. ital-ia 2023: 500-505 [doi]

TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic SimilarityDaniele Margiotta, Danilo Croce, Roberto Basili 0001. delta2 2023: 295-307 [doi]

Integrating Physical and Cognitive Interaction Capabilities in a Robot-Aided Rehabilitation PlatformChristian Tamantini, Francesco Scotto di Luzio, Claudiu Daniel Hromei, Lorenzo Cristofori, Danilo Croce, Marco Cammisa, Arcangela Cristofaro, Maria Vittoria Marabello, Roberto Basili 0001, Loredana Zollo. sj, 17(4):6516-6527, December 2023. [doi]

2022

2021

MT-GAN-BERT: Multi-Task and Generative Adversarial Learning for Sustainable Language ProcessingClaudia Breazzano, Danilo Croce, Roberto Basili 0001. aiia 2021: [doi]

Multi-task and Generative Adversarial Learning for Robust and Sustainable Text ClassificationClaudia Breazzano, Danilo Croce, Roberto Basili 0001. aiia 2022: 228-244 [doi]

Learning to Solve NLP Tasks in an Incremental Number of LanguagesGiuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili 0001. acl 2021: 837-847 [doi]

HeAL9000: an Intelligent Rehabilitation RobotLorenzo Cristofori, Claudiu D. Hromei, Francesco Scotto di Luzio, Christian Tamantini, Francesca Cordella, Danilo Croce, Loredana Zollo, Roberto Basili 0001. aiia 2021: 29-41 [doi]

GQA-it: Italian Question Answering on Image Scene GraphsDanilo Croce, Lucia C. Passaro, Alessandro Lenci, Roberto Basili 0001. clic-it 2021: [doi]

Knowledge-Based Neural Pre-training for Intelligent Document ManagementDaniele Margiotta, Danilo Croce, Marco Rotoloni, Barbara Cacciamani, Roberto Basili 0001. aiia 2022: 564-579 [doi]

2020

Automatic Induction of FrameNet lexical units in ItalianSilvia Brambilla, Danilo Croce, Fabio Tamburini, Roberto Basili 0001. clic-it 2020: [doi]

UNITOR @ DANKMEME: Combining Convolutional Models and Transformer-based architectures for accurate MEME managementClaudia Breazzano, Edoardo Rubino, Danilo Croce, Roberto Basili 0001. evalita 2020: [doi]

GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled ExamplesDanilo Croce, Giuseppe Castellucci, Roberto Basili 0001. acl 2020: 2114-2119 [doi]

Adversarial training for few-shot text classificationDanilo Croce, Giuseppe Castellucci, Roberto Basili 0001. ia, 14(2):201-214, 2020. [doi]

UNITOR @ Sardistance2020: Combining Transformer-based Architectures and Transfer Learning for Robust Stance DetectionSimone Giorgioni, Marcello Politi, Samir Salman, Roberto Basili 0001, Danilo Croce. evalita 2020: [doi]

Actionable Ethics through Neural LearningDaniele Rossini, Danilo Croce, Sara Mancini, Massimo Pellegrino, Roberto Basili 0001. AAAI 2020: 5537-5544 [doi]

Grounded language interpretation of robotic commands through structured learningAndrea Vanzo, Danilo Croce, Emanuele Bastianelli, Roberto Basili 0001, Daniele Nardi. ai, 278, 2020. [doi]

2019

Deep Bidirectional Transformers for Italian Question AnsweringDanilo Croce, Giorgio Brandi, Roberto Basili 0001. clic-it 2019: [doi]

Automatic Recognition of Narrative Drama Units: A Structured Learning ApproachDanilo Croce, Roberto Basili 0001, Vincenzo Lombardo, Eleonora Ceccaldi. ecir 2019: 81-88 [doi]

Auditing Deep Learning processes through Kernel-based Explanatory ModelsDanilo Croce, Daniele Rossini, Roberto Basili 0001. emnlp 2019: 4035-4044 [doi]

Kernel-Based Generative Adversarial Networks for Weakly Supervised LearningDanilo Croce, Giuseppe Castellucci, Roberto Basili 0001. aiia 2019: 336-347 [doi]

Auditing Deep Learning processes through Kernel-based Explanatory ModelsDanilo Croce, Daniele Rossini, Roberto Basili 0001. iir 2019: 45-46 [doi]

Enabling deep learning for large scale question answering in ItalianDanilo Croce, Alexandra Zelenanska, Roberto Basili 0001. ia, 13(1):49-61, 2019. [doi]

Neural embeddings: accurate and readable inferences based on semantic kernelsDanilo Croce, Daniele Rossini, Roberto Basili 0001. nle, 25(4):519-541, 2019. [doi]

Making sense of kernel spaces in neural learningDanilo Croce, Simone Filice, Roberto Basili 0001. csl, 58:51-75, 2019. [doi]

2018

2017

Monitoring Adolescents' Distress using Social Web data as a Source: the InsideOut ProjectRoberto Basili 0001, Valentina Bellomaria, Niels Jonas Bugge, Danilo Croce, Francesco De Michele, Federico Fiori Nastro, Paolo Fiori Nastro, Chantal Michel, Stefanie Schmidt, Frauke Schultze-Lutter. clic-it 2017: [doi]

Structured learning for spoken language understanding in human-robot interactionEmanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili 0001, Daniele Nardi. ijrr, 36(5-7):660-683, 2017. [doi]

Developing a Large Scale FrameNet for Italian: the IFrameNet ExperienceSilvia Brambilla, Danilo Croce, Fabio Tamburini, Roberto Basili 0001. clic-it 2017: [doi]

Deep Learning in Semantic Kernel SpacesDanilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili 0001. acl 2017: 345-354 [doi]

On the Impact of Linguistic Information in Kernel-Based Deep ArchitecturesDanilo Croce, Simone Filice, Roberto Basili 0001. aiia 2017: 359-371 [doi]

Effective and scalable kernel-based language learning via stratified Nyström methodsDanilo Croce, Simone Filice, Roberto Basili 0001. ia, 11(2):93-116, 2017. [doi]

KELP: a Kernel-based Learning PlatformSimone Filice, Giuseppe Castellucci, Giovanni Da San Martino, Alessandro Moschitti, Danilo Croce, Roberto Basili 0001. jmlr, 18, 2017. [doi]

Deep Learning for Automatic Image Captioning in Poor Training ConditionsCaterina Masotti, Danilo Croce, Roberto Basili 0001. clic-it 2017: [doi]

Structured Learning for Context-aware Spoken Language Understanding of Robotic CommandsAndrea Vanzo, Danilo Croce, Roberto Basili 0001, Daniele Nardi. acl 2017: 25-34 [doi]

2016

Dialogue with Robots to Support Symbiotic AutonomyAndrea Vanzo, Danilo Croce, Emanuele Bastianelli, Guglielmo Gemignani, Roberto Basili 0001, Daniele Nardi. iwsds 2017: 331-342 [doi]

2013

Towards Compositional Tree KernelsPaolo Annesi, Danilo Croce, Roberto Basili 0001. acl-jssp 2013: 15-23 [doi]

Textual Inference and Meaning Representation in Human Robot InteractionEmanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili 0001. acl-jssp 2013: 65-69 [doi]

2010

Robust and Efficient Page Rank for Word Sense DisambiguationDiego De Cao, Roberto Basili 0001, Matteo Luciani, Francesco Mesiano, Riccardo Rossi. textgraphs 2010: 24-32 [doi]

2008

Combining Word Sense and Usage for Modeling Frame SemanticsDiego De Cao, Danilo Croce, Marco Pennacchiotti, Roberto Basili 0001. acl-step 2008: [doi]

2006

A Tree Kernel approach to Question and Answer Classification in Question Answering SystemsAlessandro Moschitti, Roberto Basili 0001. lrec 2006: 1510-1513 [doi]

Tree Kernel Engineering in Semantic Role Labeling SystemsAlessandro Moschitti, Daniele Pighin, Roberto Basili 0001. eacl 2006: [doi]

2001

Multilingual Authoring: the NAMIC ApproachRoberto Basili 0001, Roberta Catizone, Lluís Padró, Maria Teresa Pazienza, German Rigau, Andrea Setzer, Nick Webb, Yorick Wilks, Fabio Massimo Zanzotto. acl 2001: [doi]

Identification of Relevant Terms to Support the Construction of Domain OntologiesPaola Velardi, Michele Missikoff, Roberto Basili 0001. acl 2001: [doi]

2000

Customizable Modular Lexicalized ParsingRoberto Basili 0001, Maria Teresa Pazienza, Fabio Massimo Zanzotto. iwpt 2000: 41-52 [doi]

1998

Automatic Adaptation of WordNet to Sublanguages and to Computational TasksRoberto Basili 0001, Alessandro Cucchiarelli, Carlo Consoli, Maria Teresa Pazienza, Paola Velardi. COLING 1998: [doi]

1997

Inducing Terminology for Lexical AcquisitionRoberto Basili 0001, Gianluca De Rossi, Maria Teresa Pazienza. emnlp 1997: [doi]

1996

Unsupervised Learning of Syntactic Knowledge: Methods and MeasuresRoberto Basili 0001, Alessandro Marziali, Maria Teresa Pazienza, Paola Velardi. emnlp 1996: [doi]

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