Danilo Croce

University of Rome Tor Vergata — Italy

Computer Science · Physical Sciences

24h-index2.0kcitations152works0.62yr avg
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Research Topics

Topic Modeling(93), Natural Language Processing Techniques(79), Speech and dialogue systems(25), Sentiment Analysis and Opinion Mining(24), Multimodal Machine Learning Applications(19)

Publications152 total

Challenging the Abilities of Large Language Models in Italian: a Community Initiative
arXiv (Cornell University)·2025Open Access
Experience on Clock Rate Adjustment for Energy-Efficient GPU-Accelerated Real-World Codes
Lecture notes in computer science·2025
Large language models for sustainability reporting: A systematic review and research agenda
Sustainable Futures·2025Open Access
Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands
2025Open Access
Training Multi-Modal LLMs through Dialogue Planning for HRI
2025· 1 citedOpen Access
Sanskrit Voyager: Unified Web Platform for Interactive Reading and Linguistic Analysis of Sanskrit Texts
2025Open Access
Unsupervised Sustainability Report Labeling based on the integration of the GRI and SDG standards
2025Open Access
Adapting LLMs for Domain-Specific Retrieval: A Case Study in Nuclear Safety
Lecture notes in computer science·2025
Modeling Background Knowledge with Frame Semantics for Fine-grained Sentiment Classification
2025Open Access
Injecting Frame Semantics into Large Language Models via Prompt-Based Fine-Tuning
2025Open Access
MM-IGLU-IT: Multi-modal Interactive Grounded Language Understanding in Italian
Lecture notes in computer science·2024
AI-driven transcriptomic encoders: From explainable models to accurate, sample-independent cancer diagnostics
Expert Systems with Applications·2024· 4 citedOpen Access
Special Issue: Selected papers from the AIxIA 2023 Workshops
Intelligenza Artificiale·2024
U-DepPLLaMA: Universal Dependency Parsing via Auto-regressive Large Language Models
Italian Journal of Computational Linguistics·2024· 3 citedOpen Access
Grounding End-to-End Pre-trained architectures for Semantic Role Labeling in multiple languages
Intelligenza Artificiale·2023
Scaling Large Language Models to the Extreme: Neural Semantic Processing of Multiple Tasks in Italian
Lecture notes in computer science·2023· 1 cited
Integrating Physical and Cognitive Interaction Capabilities in a Robot-Aided Rehabilitation Platform
IEEE Systems Journal·2023· 24 citedOpen Access
Ethics by Design for Intelligent and Sustainable Adaptive Systems
Lecture notes in computer science·2023
Embedding Contextual Information in Seq2seq Models for Grounded Semantic Role Labeling
Lecture notes in computer science·2023
TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic Similarity
Communications in computer and information science·2023· 1 cited
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Frequent Co-authors

Roberto Basili(40), Giuseppe Castellucci(18), Emanuele Bastianelli(9), Simone Filice(8), Daniele Nardi(7), Alessandro Moschitti(6), Valerio Basile(4), Diego De Cao(4), Francesco Barbieri(3), Andrea Vanzo(3), Paolo Annesi(3), Malvina Nissim(2), Nicole Novielli(2), Viviana Patti(2), Marco Pennacchiotti(2), Daniele Rossini(2), Bonaventura Coppola(2), Valerio Storch(2), Maria Di Maro(1), Lucia Passaro(1)