Danilo Croce

About Danilo Croce

Danilo Croce, With an exceptional h-index of 25 and a recent h-index of 18 (since 2020), a distinguished researcher at Università degli Studi di Roma Tor Vergata, specializes in the field of Natural Language Processing, Machine Learning, Information Retrieval.

His recent articles reflect a diverse array of research interests and contributions to the field:

Integrating physical and cognitive interaction capabilities in a robot-aided rehabilitation platform

Intelligent Natural Language Processing for Epidemic Intelligence

End-to-end Dependency Parsing via Auto-regressive Large Language Models

An End-to-end Transformer-based Model for Interactive Grounded Language Understanding

TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic Similarity

Grounding End-to-End Pre-trained architectures for Semantic Role Labeling in multiple languages

Scaling Large Language Models to the Extreme: Neural Semantic Processing of Multiple Tasks in Italian

The Role of BERT in Neural Network Sentiment Scoring for Time Series Forecast

Danilo Croce Information

University

Position

___

Citations(all)

2170

Citations(since 2020)

1212

Cited By

1420

hIndex(all)

25

hIndex(since 2020)

18

i10Index(all)

46

i10Index(since 2020)

31

Email

University Profile Page

Università degli Studi di Roma Tor Vergata

Google Scholar

View Google Scholar Profile

Danilo Croce Skills & Research Interests

Natural Language Processing

Machine Learning

Information Retrieval

Top articles of Danilo Croce

Title

Journal

Author(s)

Publication Date

Integrating physical and cognitive interaction capabilities in a robot-aided rehabilitation platform

IEEE Systems Journal

Christian Tamantini

Francesco Scotto di Luzio

Claudiu Daniel Hromei

Lorenzo Cristofori

Danilo Croce

...

2023/10/2

Intelligent Natural Language Processing for Epidemic Intelligence

IJCoL. Italian Journal of Computational Linguistics

Danilo Croce

Federico Borazio

Giorgio Gambosi

Roberto Basili

Daniele Margiotta

...

2023/12/1

End-to-end Dependency Parsing via Auto-regressive Large Language Models

Claudiu Daniel Hromei

Danilo Croce

Roberto Basili

2023

An End-to-end Transformer-based Model for Interactive Grounded Language Understanding

Proceedings of the Seventh Workshop on Natural Language for Artificial Intelligence (NL4AI 2023) co-located with 22th International Conference of the Italian Association for Artificial Intelligence (AI* IA 2023)

Claudiu D Hromei

Daniele Margiotta

Danilo Croce

Roberto Basili

2023

TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic Similarity

Daniele Margiotta

Danilo Croce

Roberto Basili

2023/7/13

Grounding End-to-End Pre-trained architectures for Semantic Role Labeling in multiple languages

Intelligenza Artificiale

Claudiu D Hromei

Danilo Croce

Roberto Basili

2023/12

Scaling Large Language Models to the Extreme: Neural Semantic Processing of Multiple Tasks in Italian

Claudiu D Hromei

Danilo Croce

Valerio Basile

Roberto Basili

2023/11/2

The Role of BERT in Neural Network Sentiment Scoring for Time Series Forecast

R Basili

D Croce

Df Iezzi

R Monte

2023

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations

Andreas Vlachos

Isabelle Augenstein

2023/5

Learning to Generate Examples for Semantic Processing Tasks

Danilo Croce

Simone Filice

Giuseppe Castellucci

Roberto Basili

2022/7

Grounding end-to-end Architectures for Semantic Role Labeling in Human Robot Interaction.

Claudiu Daniel Hromei

Danilo Croce

Roberto Basili

2022/11/30

Business Knowledge and Neural Learning: organisation-specific transformer via semantic pre-training

Daniele Margiotta

Danilo Croce

Marco Rotoloni

Barbara Cacciamani

Roberto Basili

2022

Ethics by design for intelligent and sustainable adaptive systems

Luca Squadrone

Danilo Croce

Roberto Basili

2022/11/28

Embedding contextual information in seq2seq models for grounded semantic role labeling

Claudiu Daniel Hromei

Lorenzo Cristofori

Danilo Croce

Roberto Basili

2022/11/28

ExtremITA at EVALITA 2023: Multi-task sustainable scaling to large language models at its extreme

Claudiu D Hromei

Danilo Croce

Valerio Basile

Roberto Basili

2022

GPT-3: apprendimento di modelli statistici del linguaggio, conoscenza e intelligenza naturale–II parte

Roberto Basili

Danilo Croce

2021

HeAL9000: an Intelligent Rehabilitation Robot.

Lorenzo Cristofori

Claudiu D Hromei

Francesco Scotto di Luzio

Christian Tamantini

Francesca Cordella

...

2021

MT-GAN-BERT: Multi-Task and Generative Adversarial Learning for Sustainable Language Processing.

Claudia Breazzano

Danilo Croce

Roberto Basili

2021/11/29

Knowledge-based neural pre-training for intelligent document management

Daniele Margiotta

Danilo Croce

Marco Rotoloni

Barbara Cacciamani

Roberto Basili

2021/12/1

Insideout project: using big data and machine learning for prevention in psychiatry

European Psychiatry

F Fiori Nastro

D Croce

S Schmidt

R Basili

F Schultze-Lutter

2021/4

See List of Professors in Danilo Croce University(Università degli Studi di Roma Tor Vergata)

Co-Authors

H-index: 58
Daniele Nardi

Daniele Nardi

Sapienza Università di Roma

H-index: 46
Luca Iocchi

Luca Iocchi

Sapienza Università di Roma

H-index: 45
Viviana Patti

Viviana Patti

Università degli Studi di Torino

H-index: 36
Roberto Basili

Roberto Basili

Università degli Studi di Roma Tor Vergata

H-index: 35
Malvina Nissim

Malvina Nissim

Rijksuniversiteit Groningen

H-index: 29
Fabio Massimo Zanzotto

Fabio Massimo Zanzotto

Università degli Studi di Roma Tor Vergata

academic-engine