Danilo Croce

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 73

Top Venues

AI*IA

CLiC-it

IIR

Intelligenza Artificiale

Publications

Claudiu Daniel Hromei, Daniele Margiotta, Danilo Croce, Roberto Basili
MM-IGLU: Multi-Modal Interactive Grounded Language Understanding. LREC/COLING (2024)
Claudiu D. Hromei, Danilo Croce, Valerio Basile, Roberto Basili
ExtremITA at EVALITA 2023: Multi-Task Sustainable Scaling to Large Language Models at its Extreme. EVALITA (2023)
Daniele Margiotta, Danilo Croce, Roberto Basili
TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic Similarity. DeLTA (2023)
Daniele Margiotta, Danilo Croce, Marco Rotoloni, Barbara Cacciamani, Roberto Basili
Business Knowledge and Neural Learning: organisation-specific transformer via semantic pre-training. Ital-IA (2023)
Claudiu Daniel Hromei, Daniele Margiotta, Danilo Croce, Roberto Basili
An End-to-end Transformer-based Model for Interactive Grounded Language Understanding. NL4AI@AI*IA (2023)
Claudiu D. Hromei, Danilo Croce, Roberto Basili
Grounding End-to-End Pre-trained architectures for Semantic Role Labeling in multiple languages. Intelligenza Artificiale 17 (2) (2023)
Claudiu Daniel Hromei, Danilo Croce, Roberto Basili
End-to-end Dependency Parsing via Auto-regressive Large Language Model. CLiC-it (2023)
Christian Tamantini, Francesco Scotto di Luzio, Claudiu Daniel Hromei, Lorenzo Cristofori, Danilo Croce, Marco Cammisa, Arcangela Cristofaro, Maria Vittoria Marabello, Roberto Basili, Loredana Zollo
Integrating Physical and Cognitive Interaction Capabilities in a Robot-Aided Rehabilitation Platform. IEEE Syst. J. 17 (4) (2023)
Claudiu D. Hromei, Danilo Croce, Valerio Basile, Roberto Basili
Scaling Large Language Models to the Extreme: Neural Semantic Processing of Multiple Tasks in Italian. AI*IA (2023)
Claudiu Daniel Hromei, Lorenzo Cristofori, Danilo Croce, Roberto Basili
Embedding Contextual Information in Seq2seq Models for Grounded Semantic Role Labeling. AI*IA (2022)
Luca Squadrone, Danilo Croce, Roberto Basili
Ethics by Design for Intelligent and Sustainable Adaptive Systems. AI*IA (2022)
Claudiu Daniel Hromei, Danilo Croce, Roberto Basili
Grounding end-to-end Architectures for Semantic Role Labeling in Human Robot Interaction. NL4AI@AI*IA (2022)
Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili
Learning to Generate Examples for Semantic Processing Tasks. NAACL-HLT (2022)
Claudia Breazzano, Danilo Croce, Roberto Basili
Multi-task and Generative Adversarial Learning for Robust and Sustainable Text Classification. AI*IA (2021)
Danilo Croce, Lucia C. Passaro, Alessandro Lenci, Roberto Basili
GQA-it: Italian Question Answering on Image Scene Graphs. CLiC-it (2021)
Claudia Breazzano, Danilo Croce, Roberto Basili
MT-GAN-BERT: Multi-Task and Generative Adversarial Learning for Sustainable Language Processing. NL4AI@AI*IA (2021)
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
Learning to Solve NLP Tasks in an Incremental Number of Languages. ACL/IJCNLP (2) (2021)
Daniele Margiotta, Danilo Croce, Marco Rotoloni, Barbara Cacciamani, Roberto Basili
Knowledge-Based Neural Pre-training for Intelligent Document Management. AI*IA (2021)
Valerio Basile, Nicole Novielli, Danilo Croce, Francesco Barbieri, Malvina Nissim, Viviana Patti
Sentiment Polarity Classification at EVALITA: Lessons Learned and Open Challenges. IEEE Trans. Affect. Comput. 12 (2) (2021)
Lorenzo Cristofori, Claudiu D. Hromei, Francesco Scotto di Luzio, Christian Tamantini, Francesca Cordella, Danilo Croce, Loredana Zollo, Roberto Basili
HeAL9000: an Intelligent Rehabilitation Robot. SMARTERCARE@AI*IA (2021)
Andrea Vanzo, Danilo Croce, Emanuele Bastianelli, Roberto Basili, Daniele Nardi
Grounded language interpretation of robotic commands through structured learning. Artif. Intell. 278 (2020)
Danilo Croce, Giuseppe Castellucci, Roberto Basili
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples. ACL (2020)
Simone Giorgioni, Marcello Politi, Samir Salman, Roberto Basili, Danilo Croce
UNITOR @ Sardistance2020: Combining Transformer-based Architectures and Transfer Learning for Robust Stance Detection. EVALITA (2020)
Silvia Brambilla, Danilo Croce, Fabio Tamburini, Roberto Basili
Automatic Induction of FrameNet lexical units in Italian. CLiC-it (2020)
Valerio Basile, Danilo Croce, Maria Di Maro, Lucia C. Passaro
EVALITA 2020: Overview of the 7th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. EVALITA (2020)
Fabio Massimo Zanzotto, Viviana Bono, Paola Vocca, Andrea Santilli, Danilo Croce, Giorgio Gambosi, Roberto Basili
GASP! Generating Abstracts of Scientific Papers from Abstracts of Cited Papers. CoRR (2020)
Claudia Breazzano, Edoardo Rubino, Danilo Croce, Roberto Basili
UNITOR @ DANKMEME: Combining Convolutional Models and Transformer-based architectures for accurate MEME management. EVALITA (2020)
Daniele Rossini, Danilo Croce, Sara Mancini, Massimo Pellegrino, Roberto Basili
Actionable Ethics through Neural Learning. AAAI (2020)
Danilo Croce, Giuseppe Castellucci, Roberto Basili
Adversarial training for few-shot text classification. Intelligenza Artificiale 14 (2) (2020)
Danilo Croce, Roberto Basili, Vincenzo Lombardo, Eleonora Ceccaldi
Automatic Recognition of Narrative Drama Units: A Structured Learning Approach. Text2Story@ECIR (2019)
Danilo Croce, Giuseppe Castellucci, Roberto Basili
Kernel-Based Generative Adversarial Networks for Weakly Supervised Learning. AI*IA (2019)
Danilo Croce, Daniele Rossini, Roberto Basili
Neural embeddings: accurate and readable inferences based on semantic kernels. Nat. Lang. Eng. 25 (4) (2019)
Danilo Croce, Daniele Rossini, Roberto Basili
Auditing Deep Learning processes through Kernel-based Explanatory Models. IIR (2019)
Danilo Croce, Simone Filice, Roberto Basili
Making sense of kernel spaces in neural learning. Comput. Speech Lang. 58 (2019)
Danilo Croce, Giorgio Brandi, Roberto Basili
Deep Bidirectional Transformers for Italian Question Answering. CLiC-it (2019)
Danilo Croce, Daniele Rossini, Roberto Basili
Auditing Deep Learning processes through Kernel-based Explanatory Models. EMNLP/IJCNLP (1) (2019)
Danilo Croce, Alexandra Zelenanska, Roberto Basili
Enabling deep learning for large scale question answering in Italian. Intelligenza Artificiale 13 (1) (2019)
Andrea Santilli, Danilo Croce, Roberto Basili
A Kernel-based Approach for Irony and Sarcasm Detection in Italian. EVALITA@CLiC-it (2018)
Pierpaolo Basile, Valerio Basile, Danilo Croce, Marco Polignano
Overview of the EVALITA 2018 Aspect-based Sentiment Analysis Task (ABSITA). EVALITA@CLiC-it (2018)
Danilo Croce, Daniele Rossini, Roberto Basili
Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures. BlackboxNLP@EMNLP (2018)
Danilo Croce, Alexandra Zelenanska, Roberto Basili
Neural Learning for Question Answering in Italian. AI*IA (2018)
Danilo Croce, Daniele Rossini, Roberto Basili
On the Readability of Deep Learning Models: the role of Kernel-based Deep Architectures. CLiC-it (2018)
Danilo Croce, Roberto Basili
A Markovian Kernel-based Approach for itaLIan Speech acT labEliNg. EVALITA@CLiC-it (2018)
Silvia Brambilla, Danilo Croce, Fabio Tamburini, Roberto Basili
Developing a Large Scale FrameNet for Italian: the IFrameNet Experience. CLiC-it (2017)
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
Monitoring Adolescents' Distress using Social Web data as a Source: the InsideOut Project. CLiC-it (2017)
Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili, Daniele Nardi
Structured learning for spoken language understanding in human-robot interaction. Int. J. Robotics Res. 36 (5-7) (2017)
Simone Filice, Giuseppe Castellucci, Giovanni Da San Martino, Alessandro Moschitti, Danilo Croce, Roberto Basili
KELP: a Kernel-based Learning Platform. J. Mach. Learn. Res. 18 (2017)
Caterina Masotti, Danilo Croce, Roberto Basili
Deep Learning for Automatic Image Captioning in Poor Training Conditions. CLiC-it (2017)
Danilo Croce, Simone Filice, Roberto Basili
On the Impact of Linguistic Information in Kernel-Based Deep Architectures. AI*IA (2017)
Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili
Deep Learning in Semantic Kernel Spaces. ACL (1) (2017)
Danilo Croce, Simone Filice, Roberto Basili
Effective and scalable kernel-based language learning via stratified Nyström methods. Intelligenza Artificiale 11 (2) (2017)
Andrea Vanzo, Danilo Croce, Roberto Basili, Daniele Nardi
Structured Learning for Context-aware Spoken Language Understanding of Robotic Commands. RoboNLP@ACL (2017)
Francesco Barbieri, Valerio Basile, Danilo Croce, Malvina Nissim, Nicole Novielli, Viviana Patti
Overview of the Evalita 2016 SENTIment POLarity Classification Task. CLiC-it/EVALITA (2016)
Danilo Croce, Simone Filice, Roberto Basili
Nyström Methods for Efficient Kernel-Based Methods for Community Question Answering. CLiC-it/EVALITA (2016)
Andrea Vanzo, Danilo Croce, Emanuele Bastianelli, Guglielmo Gemignani, Roberto Basili, Daniele Nardi
Dialogue with Robots to Support Symbiotic Autonomy. IWSDS (2016)
Giuseppe Castellucci, Danilo Croce, Diego De Cao, Roberto Basili
User Mood Tracking for Opinion Analysis on Twitter. AI*IA (2016)
Emanuele Bastianelli, Danilo Croce, Andrea Vanzo, Roberto Basili, Daniele Nardi
A Discriminative Approach to Grounded Spoken Language Understanding in Interactive Robotics. IJCAI (2016)
Giuseppe Castellucci, Danilo Croce, Roberto Basili
A Language Independent Method for Generating Large Scale Polarity Lexicons. LREC (2016)
Giuseppe Castellucci, Danilo Croce, Roberto Basili
Context-aware Convolutional Neural Networks for Twitter Sentiment Analysis in Italian. CLiC-it/EVALITA (2016)
Andrea Vanzo, Danilo Croce, Giuseppe Castellucci, Roberto Basili, Daniele Nardi
Spoken Language Understanding for Service Robotics in Italian. AI*IA (2016)
Roberto Basili, Danilo Croce
Structured Knowledge and Kernel-based Learning: the case of Grounded Spoken Language Learning in Interactive Robotics. URANIA@AI*IA (2016)
Andrea Vanzo, Danilo Croce, Emanuele Bastianelli, Roberto Basili, Daniele Nardi
Robust Spoken Language Understanding for House Service Robots. Polibits 54 (2016)
Danilo Croce, Roberto Basili
Large-Scale Kernel-Based Language Learning Through the Ensemble Nystr đdoto o ¨ m Methods. ECIR (2016)
Simone Filice, Danilo Croce, Alessandro Moschitti, Roberto Basili
KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers. SemEval@NAACL-HLT (2016)
Danilo Croce, Giuseppe Castellucci, Roberto Basili
Injecting Sentiment Information in Context-aware Convolutional Neural Networks. IIR (2016)
Andrea Vanzo, Danilo Croce, Roberto Basili, Daniele Nardi
Context-aware Spoken Language Understanding for Human Robot Interaction. CLiC-it/EVALITA (2016)
Emanuele Bastianelli, Danilo Croce, Roberto Basili, Daniele Nardi
Using semantic maps for robust natural language interaction with robots. INTERSPEECH (2015)
Giuseppe Castellucci, Danilo Croce, Roberto Basili
Bootstrapping Large Scale Polarity Lexicons through Advanced Distributional Methods. AI*IA (2015)
Giuseppe Castellucci, Danilo Croce, Roberto Basili
Acquiring a Large Scale Polarity Lexicon Through Unsupervised Distributional Methods. NLDB (2015)
Roberto Basili, Paolo Annesi, Giuseppe Castellucci, Danilo Croce
A Compositional Perspective in Convolution Kernels. IIR (2015)
Emanuele Bastianelli, Danilo Croce, Roberto Basili, Daniele Nardi
Using Semantic Models for Robust Natural Language Human Robot Interaction. AI*IA (2015)
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
KeLP: a Kernel-based Learning Platform for Natural Language Processing. ACL (System Demonstrations) (2015)
Simone Filice, Danilo Croce, Roberto Basili
A Stratified Strategy for Efficient Kernel-Based Learning. AAAI (2015)
Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili, Daniele Nardi
Effective and Robust Natural Language Understanding for Human-Robot Interaction. ECAI (2014)
Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Luca Iocchi, Roberto Basili, Daniele Nardi
HuRIC: a Human Robot Interaction Corpus. LREC (2014)
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
UNITOR: Aspect Based Sentiment Analysis with Structured Learning. SemEval@COLING (2014)
Paolo Annesi, Danilo Croce, Roberto Basili
Semantic Compositionality in Tree Kernels. CIKM (2014)
Roberto Basili, Andrea Ciapetti, Danilo Croce, Valeria Marino, Paolo Salvatore, Valerio Storch
Enabling Enterprise Semantic Search through Language Technologies: the ProgressIt Experience. IIR (2014)
Andrea Vanzo, Danilo Croce, Roberto Basili
A context-based model for Sentiment Analysis in Twitter. COLING (2014)
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
Effective Kernelized Online Learning in Language Processing Tasks. ECIR (2014)
Emanuele Bastianelli, Luca Iocchi, Daniele Nardi, Giuseppe Castellucci, Danilo Croce, Roberto Basili
RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets. RoboCup (2014)
Simone Filice, Danilo Croce, Roberto Basili
A Robust Machine Learning Approach for Signal Separation and Classification. IbPRIA (2013)
Danilo Croce, Valerio Storch, Roberto Basili
UNITOR-CORE_TYPED: Combining Text Similarity and Semantic Filters through SV Regression. *SEM@NAACL-HLT (2013)
Paolo Annesi, Danilo Croce, Roberto Basili
Towards Compositional Tree Kernels. JSSP (2013)
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
Robust Language Learning via Efficient Budgeted Online Algorithms. ICDM Workshops (2013)
Simone Filice, Danilo Croce, Roberto Basili, Fabio Massimo Zanzotto
Linear Online Learning over Structured Data with Distributed Tree Kernels. ICMLA (1) (2013)
Diego De Cao, Valerio Storch, Danilo Croce, Roberto Basili
INSEARCH: A Platform for Enterprise Semantic Search. IIR (2013)
Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili
Textual Inference and Meaning Representation in Human Robot Interaction. JSSP (2013)
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis. SemEval@NAACL-HLT (2013)
Danilo Croce, Francesco Garzoli, Marco Montesi, Diego De Cao, Roberto Basili
Enabling Advanced Business Intelligence in Divino. DART@AI*IA (2013)
Emanuele Bastianelli, Danilo Croce, Roberto Basili, Daniele Nardi
UNITOR-HMM-TK: Structured Kernel-based learning for Spatial Role Labeling. SemEval@NAACL-HLT (2013)
Danilo Croce, Giuseppe Castellucci, Emanuele Bastianelli
Structured learning for semantic role labeling. Intelligenza Artificiale 6 (2) (2012)
Danilo Croce, Roberto Basili
Grammatical Feature Engineering for Fine-grained IR Tasks. IIR (2012)
Danilo Croce, Valerio Storch, Paolo Annesi, Roberto Basili
Distributional Compositional Semantics and Text Similarity. ICSC (2012)
Francesco Garzoli, Danilo Croce, Manuela Nardini, Francesco Ciambra, Roberto Basili
Robust Requirements Analysis in Complex Systems through Machine Learning. EternalS@ECAI (2012)
Danilo Croce, Alessandro Moschitti, Roberto Basili, Martha Palmer
Verb Classification using Distributional Similarity in Syntactic and Semantic Structures. ACL (1) (2012)
Paolo Annesi, Valerio Storch, Danilo Croce, Roberto Basili
Algebraic Compositional Models for Semantic Similarity in Ranking and Clustering. IIR (2012)
Danilo Croce, Paolo Annesi, Valerio Storch, Roberto Basili
UNITOR: Combining Semantic Text Similarity functions through SV Regression. SemEval@NAACL-HLT (2012)
Danilo Croce, Simone Filice, Roberto Basili
Distributional Models and Lexical Semantics in Convolution Kernels. CICLing (1) (2012)
Danilo Croce, Emanuele Bastianelli, Giuseppe Castellucci
Structured Kernel-Based Learning for the Frame Labeling over Italian Texts. EVALITA (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Danilo Croce