People

Danilo Croce

Assistant Professor
croce@info.uniroma2.it

Bio: I have Ph.D. in Informatics Engineering from the University of Roma “Tor Vergata”.
My expertise concerns theoretical and applied Machine Learning (ML) in the areas of Natural Language Processing and Information Retrieval. In particular, I am interested in innovative kernels within support vector and other kernel-based machines for advanced syntactic/semantic processing.

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My publications:

2016

Castellucci, Giuseppe; Croce, Danilo; Basili, Roberto

A Language Independent Method for Generating Large Scale Polarity Lexicons (Inproceeding)

Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC'16), To Appear, European Language Resources Association (ELRA), Portoroz, Slovenia, 2016.

(BibTeX)

2015

Castellucci, Giuseppe; Vanzo, Andrea; Croce, Danilo; Basili, Roberto

Context-aware Models for Twitter Sentiment Analysis (Article)

IJCoL vol. 1, n. 1 december 2015: Emerging Topics at the First Italian Conference on Computational Linguistics, pp. 69, 2015.

(BibTeX)

Castellucci, Giuseppe; Croce, Danilo; Basili, Roberto

A Graph-based Model of Contextual Information in Sentiment Analysis over Twitter (Article)

Proceedings of the Second Italian Conference on Computational Linguistics CLiC-it 2015, pp. 72, 2015.

(BibTeX)

Basili, Roberto; Annesi, Paolo; Castellucci, Giuseppe; Croce, Danilo

A Compositional Perspective in Convolution Kernels (Inproceeding)

IIR 2015, Ceur-WS 2015.

(BibTeX)

Croce, Danilo; Filice, Simone; Basili, Roberto

Distributional Models for Lexical Semantics: An Investigation of Different Representations for Natural Language Learning (Incollection)

Basili, Roberto; Bosco, Cristina; Delmonte, Rodolfo; Moschitti, Alessandro; Simi, Maria (Ed.): Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project, 589, pp. 115-134, Springer International Publishing, 2015, ISBN: 978-3-319-14205-0.

(Links | BibTeX)

Filice, Simone; Castellucci, Giuseppe; Croce, Danilo; Basili, Roberto

KeLP: a Kernel-based Learning Platform for Natural Language Processing (Inproceeding)

Proceedings of ACL-IJCNLP 2015 System Demonstrations, pp. 19–24, Association for Computational Linguistics and The Asian Federation of Natural Language Processing, Beijing, China, 2015.

(Links | BibTeX)

Castellucci, Giuseppe; Croce, Danilo; Basili, Roberto

Bootstrapping Large Scale Polarity Lexicons through Advanced Distributional Methods (Incollection)

Gavanelli, Marco; Lamma, Evelina; Riguzzi, Fabrizio (Ed.): AI*IA 2015 Advances in Artificial Intelligence, 9336, pp. 329-342, Springer International Publishing, 2015, ISBN: 978-3-319-24308-5.

(Links | BibTeX)

2014

Vanzo, Andrea; Castellucci, Giuseppe; Croce, Danilo; Basili, Roberto

A context based model for Sentiment Analysis in Twitter for the Italian Language (Inproceeding)

First Italian Conference on Computational Linguistics CLiC-it, Pisa, Italy, 2014.

(BibTeX)

Castellucci, Giuseppe; Croce, Danilo; Cao, Diego De; Basili, Roberto

A Multiple Kernel Approach for Twitter Sentiment Analysis in Italian (Inproceeding)

Fourth International Workshop EVALITA 2014, 2014.

(BibTeX)

Vanzo, Andrea; Croce, Danilo; Basili, Roberto

A context based model for Sentiment Analysis in Twitter (Inproceeding)

Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics, pp. 2345–2354, Dublin City University and Association for Computational Linguistics, Dublin, Ireland, 2014.

(Links | BibTeX)

Castellucci, Giuseppe; Filice, Simone; Croce, Danilo; Basili, Roberto

UNITOR: Aspect Based Sentiment Analysis with Structured Learning (Inproceeding)

Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014), pp. 761–767, Association for Computational Linguistics and Dublin City University, Dublin, Ireland, 2014.

(Links | BibTeX)

Bastianelli, Emanuele; Castellucci, Giuseppe; Croce, Danilo; Basili, Roberto; Nardi, Daniele

Effective and Robust Natural Language Understanding for Human Robot Interaction (Inproceeding)

Proceedings of the 21st European Conference on Artificial Intelligence (ECAI 2014), pp. 57 - 62, Prague, Czech Republic, 2014.

(BibTeX)

Bastianelli, Emanuele; Castellucci, Giuseppe; Croce, Danilo; Iocchi, Luca; Basili, Roberto; Nardi, Daniele

HuRIC: a Human Robot Interaction Corpus (Inproceeding)

Chair), Nicoletta Calzolari (Conference; Choukri, Khalid; Declerck, Thierry; Loftsson, Hrafn; Maegaard, Bente; Mariani, Joseph; Moreno, Asuncion; Odijk, Jan; Piperidis, Stelios (Ed.): Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), European Language Resources Association (ELRA), Reykjavik, Iceland, 2014, ISBN: 978-2-9517408-8-4.

(BibTeX)

Basili, Roberto; Ciapetti, Andrea; Croce, Danilo; Marino, Valeria; Salvatore, Paolo; Storch, Valerio

Enabling Enterprise Semantic Search through Language Technologies: the ProgressIt Experience (Inproceeding)

IIR, pp. 51-62, 2014.

(BibTeX)

Filice, Simone; Castellucci, Giuseppe; Croce, Danilo; Basili, Roberto

Effective Kernelized Online Learning in Language Processing Tasks (Incollection)

Advances in Information Retrieval, pp. 347–358, Springer International Publishing, 2014.

(BibTeX)

Bastianelli, Emanuele; Iocchi, Luca; Nardi, Daniele; Castellucci, Giuseppe; Croce, Danilo; Basili, Roberto

RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets (Inproceeding)

Proceedings of the RoboCup Symposium (2014), 2014.

(Links | BibTeX)

2013

Croce, Danilo; Storch, Valerio; Basili, Roberto

UNITOR-CORE TYPED: Combining Text Similarity and Semantic Filters through SV Regression (Article)

2013.

(BibTeX)

Cao, Diego De; Storch, Valerio; Croce, Danilo; Basili, Roberto

INSEARCH: A Platform for Enterprise Semantic Search (Inproceeding)

IIR, pp. 104-115, 2013.

(BibTeX)

Filice, Simone; Croce, Danilo; Basili, Roberto

A Robust Machine Learning Approach for Signal Separation and Classification (Inproceeding)

IbPRIA, pp. 749-757, 2013.

(BibTeX)

Filice, Simone; Croce, Danilo; Basili, Roberto; Zanzotto, Fabio Massimo

Linear Online Learning over Structured Data with Distributed Tree Kernels (Inproceeding)

12th International Conference on Machine Learning and Applications, ICMLA 2013, pp. 123-128, IEEE, Miami, FL, USA, 2013.

(BibTeX)

Croce, Danilo; Garzoli, Francesco; Montesi, Marco; Cao, Diego De; Basili, Roberto

Enabling Advanced Business Intelligence in Divino. (Inproceeding)

DART@AI*IA, pp. 61-72, 2013.

(BibTeX)

2012

Croce, Danilo; Castellucci, Giuseppe; Bastianelli, Emanuele

Structured learning for semantic role labeling (Article)

Intelligenza Artificiale, 6 (2), pp. 163-176, 2012.

(BibTeX)

Croce, Danilo; Basili, Roberto

Grammatical Feature Engineering for Fine-grained IR Tasks (Inproceeding)

IIR, pp. 133-143, 2012.

(BibTeX)

Croce, Danilo; Storch, Valerio; Annesi, Paolo; Basili, Roberto

Distributional Compositional Semantics and Text Similarity (Inproceeding)

ICSC, pp. 242-249, 2012.

(BibTeX)

Annesi, Paolo; Storch, Valerio; Croce, Danilo; Basili, Roberto

Algebraic Compositional Models for Semantic Similarity in Ranking and Clustering (Inproceeding)

IIR, pp. 155-166, 2012.

(BibTeX)

Croce, Danilo; Moschitti, Alessandro; Basili, Roberto; Palmer, Martha

Verb Classification using Distributional Similarity in Syntactic and Semantic Structures (Inproceeding)

ACL (1), pp. 263-272, 2012.

(BibTeX)

Croce, Danilo; Filice, Simone; Basili, Roberto

Distributional Models and Lexical Semantics in Convolution Kernels (Inproceeding)

CICLing (1), pp. 336-348, 2012.

(BibTeX)

2011

Basili, Roberto; Giannone, Cristina; Croce, Danilo; Domeniconi, Carlotta

Latent Topic Models of Surface Syntactic Information (Inproceeding)

AI*IA, pp. 225-237, 2011.

(BibTeX)

Croce, Danilo; Bastianelli, Emanuele; Castellucci, Giuseppe

Structured Kernel-Based Learning for the Frame Labeling over Italian Texts (Inproceeding)

EVALITA, pp. 220-229, 2011.

(BibTeX)

Croce, Danilo; Moschitti, Alessandro; Basili, Roberto

Semantic Convolution Kernels over Dependency Trees (Inproceeding)

CIKM, pp. 2013-2016, 2011.

(BibTeX)

Croce, Danilo; Basili, Roberto

Structured Learning for Semantic Role Labeling (Inproceeding)

AI*IA, pp. 238-249, 2011.

(BibTeX)

Croce, Danilo; Moschitti, Alessandro; Basili, Roberto

Structured Lexical Similarity via Convolution Kernels on Dependency Trees (Inproceeding)

EMNLP, pp. 1034-1046, 2011.

(BibTeX)

2010

Basili, Roberto; Croce, Danilo; Giannone, Cristina; Cao, Diego De

Acquiring IE Patterns through Distributional Lexical Semantic Models (Inproceeding)

CICLing, pp. 512-524, 2010.

(BibTeX)

Zanzotto, Fabio Massimo; Croce, Danilo

Comparing EEG/ERP-Like and fMRI-Like Techniques for Reading Machine Thoughts (Inproceeding)

Brain Informatics, pp. 133-144, 2010.

(BibTeX)

Cao, Diego De; Croce, Danilo; Basili, Roberto

Extensive Evaluation of a FrameNet-WordNet mapping resource (Inproceeding)

LREC, 2010.

(BibTeX)

Croce, Danilo; Giannone, Cristina; Annesi, Paolo; Basili, Roberto

Towards Open-Domain Semantic Role Labeling (Inproceeding)

ACL, pp. 237-246, 2010.

(BibTeX)

Croce, Danilo; Previtali, Daniele

Manifold learning for the semi-supervised induction of framenet predicates: An empirical investigation (Inproceeding)

Proceedings of the 2010 Workshop on GEometrical Models of Natural Language Semantics, pp. 7–16, Association for Computational Linguistics 2010.

(BibTeX)

2009

Giannone, Cristina; Croce, Danilo; Basili, Roberto; Cao, Diego De

A Robust Geometric Model for Argument Classification (Inproceeding)

AI*IA, pp. 284-293, 2009.

(BibTeX)

Basili, Roberto; Cao, Diego De; Croce, Danilo; Coppola, Bonaventura; Moschitti, Alessandro

Cross-Language Frame Semantics Transfer in Bilingual Corpora (Inproceeding)

CICLing, pp. 332-345, 2009.

(BibTeX)

Basili, Roberto; Croce, Danilo; Cao, Diego De; Giannone, Cristina

Learning Semantic Roles for Ontology Patterns (Inproceeding)

Web Intelligence/IAT Workshops, pp. 291-294, 2009.

(BibTeX)

Zanzotto, Fabio Massimo; Croce, Danilo

Reading What Machines "it Think" (Inproceeding)

Brain Informatics, pp. 159-170, 2009.

(BibTeX)

Giannone, Cristina; Croce, Danilo; Basili, Roberto

Semantic Word Spaces for Robust Role Labeling (Inproceeding)

ICMLA, pp. 261-266, 2009.

(BibTeX)

2008

Pennacchiotti, Marco; Cao, Diego De; Basili, Roberto; Croce, Danilo; Roth, Michael

Automatic induction of FrameNet lexical units (Inproceeding)

EMNLP, pp. 457-465, 2008.

(BibTeX)