My name is Giuseppe Castellucci and I am a Ph.D. student in the Department of Electronic Engineering and I am in the SAG group from 2012. My research interests are in Machine Learning methods for Natural Language Processing, in the field of Human Robot Interaction, Sentiment Analysis and Social Media analytics.
I got my Bachelor in Computer Engineering in 2010 at the University of Roma, Tor Vergata. At the same institution i got my Master’s Degree in Computer Engineering in 2012 with a specialization in Artificial Intelligence with a thesis in “Structured Learning Algorithms for Frame Semantics Labeling”.
I’m directly involved in many areas of the SAG group, from the design and development of Natural Language Processing chains, Machine Learning methods for NLP and Sentiment Analysis. For example, i contributed in the development of a BABEL (a semantic role labeler), KeLP (a kernel learning platform) and HuRIC (a HRI specific corpus).
Below you can find the list of publications to which I contributed.
2020 |
Andrea Vanzo Danilo Croce, Emanuele Bastianelli Roberto Basili Daniele Nardi Grounded language interpretation of robotic commands through structured learning (Article) Artificial Intelligence Volume 278, January 2020, 103181, 278, 2020. (Links | BibTeX) @article{DBLP:journals/ai/VanzoCBBN20,
title = {Grounded language interpretation of robotic commands through structured learning},
author = {Andrea Vanzo, Danilo Croce, Emanuele Bastianelli, Roberto Basili, Daniele Nardi},
url = {https://doi.org/10.1016/j.artint.2019.103181},
year = {2020},
date = {2020-01-01},
journal = {Artificial Intelligence Volume 278, January 2020, 103181},
volume = {278},
keywords = {}
}
|
2017 |
Bastianelli, Emanuele; Castellucci, Giuseppe; Croce, Danilo; Basili, Roberto; Nardi, Daniele Structured learning for spoken language understanding in human-robot interaction (Article) International Journal of Robotics Research, 36 (5-7), pp. 660–683, 2017. (Links | BibTeX) @article{DBLP:journals/ijrr/BastianelliCCBN17,
title = {Structured learning for spoken language understanding in human-robot interaction},
author = {Emanuele Bastianelli and
Giuseppe Castellucci and
Danilo Croce and
Roberto Basili and
Daniele Nardi},
url = {https://doi.org/10.1177/0278364917691112},
year = {2017},
date = {2017-09-01},
journal = {International Journal of Robotics Research},
volume = {36},
number = {5-7},
pages = {660--683},
keywords = {}
}
|
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) @inproceedings{CastellucciLREC2016,
title = {A Language Independent Method for Generating Large Scale Polarity Lexicons},
author = { Giuseppe Castellucci and Danilo Croce and Roberto Basili},
year = {2016},
date = {2016-05-23},
booktitle = {Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC'16), To Appear},
publisher = {European Language Resources Association (ELRA)},
address = {Portoroz, Slovenia},
keywords = {}
}
|
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) @article{castellucci2015context,
title = {Context-aware Models for Twitter Sentiment Analysis},
author = { Giuseppe Castellucci and Andrea Vanzo and Danilo Croce and Roberto Basili},
year = {2015},
date = {2015-12-07},
journal = {IJCoL vol. 1, n. 1 december 2015: Emerging Topics at the First Italian Conference on Computational Linguistics},
pages = {69},
publisher = {Accademia University Press},
keywords = {}
}
|
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) @article{castellucci2015graph,
title = {A Graph-based Model of Contextual Information in Sentiment Analysis over Twitter},
author = { Giuseppe Castellucci and Danilo Croce and Roberto Basili},
year = {2015},
date = {2015-12-07},
journal = {Proceedings of the Second Italian Conference on Computational Linguistics CLiC-it 2015},
pages = {72},
publisher = {Accademia University Press},
keywords = {}
}
|
Castellucci, Giuseppe; Croce, Danilo; Basili, Roberto Acquiring a Large Scale Polarity Lexicon through Unsupervised Distributional Methods (Inproceeding) Natural Language Processing and Information Systems - 20th International Conference on Applications of Natural Language to Information Systems, Lecture Notes in Computer Science, Springer, 2015. (BibTeX) @inproceedings{castellucci2015,
title = {Acquiring a Large Scale Polarity Lexicon through Unsupervised Distributional Methods},
author = { Giuseppe Castellucci and Danilo Croce and Roberto Basili},
year = {2015},
date = {2015-06-20},
booktitle = {Natural Language Processing and Information Systems - 20th International Conference on Applications of Natural Language to Information Systems, Lecture Notes in Computer Science},
publisher = {Springer},
keywords = {}
}
|
Basili, Roberto; Annesi, Paolo; Castellucci, Giuseppe; Croce, Danilo A Compositional Perspective in Convolution Kernels (Inproceeding) IIR 2015, Ceur-WS 2015. (BibTeX) @inproceedings{basili2015compositional,
title = {A Compositional Perspective in Convolution Kernels},
author = { Roberto Basili and Paolo Annesi and Giuseppe Castellucci and Danilo Croce},
year = {2015},
date = {2015-05-25},
booktitle = {IIR 2015},
organization = {Ceur-WS},
keywords = {}
}
|
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) @inproceedings{FiliceACL:2015,
title = {KeLP: a Kernel-based Learning Platform for Natural Language Processing},
author = {Simone Filice and Giuseppe Castellucci and Danilo Croce and Roberto Basili},
url = {http://www.aclweb.org/anthology/P15-4004},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of ACL-IJCNLP 2015 System Demonstrations},
pages = {19--24},
publisher = {Association for Computational Linguistics and The Asian Federation of Natural Language Processing},
address = {Beijing, China},
keywords = {}
}
|
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) @incollection{CastellucciAIXIA:2015,
title = {Bootstrapping Large Scale Polarity Lexicons through Advanced Distributional Methods},
author = { Giuseppe Castellucci and Danilo Croce and Roberto Basili},
editor = {Gavanelli, Marco and Lamma, Evelina and Riguzzi, Fabrizio},
url = {http://dx.doi.org/10.1007/978-3-319-24309-2_25},
isbn = {978-3-319-24308-5},
year = {2015},
date = {2015-01-01},
booktitle = {AI*IA 2015 Advances in Artificial Intelligence},
volume = {9336},
pages = {329-342},
publisher = {Springer International Publishing},
series = {Lecture Notes in Computer Science},
keywords = {}
}
|
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) @inproceedings{vanzo-castellucci:CLIC2014,
title = {A context based model for Sentiment Analysis in Twitter for the Italian Language},
author = { Andrea Vanzo and Giuseppe Castellucci and Danilo Croce and Roberto Basili},
year = {2014},
date = {2014-12-01},
booktitle = {First Italian Conference on Computational Linguistics CLiC-it},
address = {Pisa, Italy},
keywords = {}
}
|
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) @inproceedings{castellucci2014multiple,
title = {A Multiple Kernel Approach for Twitter Sentiment Analysis in Italian},
author = { Giuseppe Castellucci and Danilo Croce and Diego De Cao and Roberto Basili},
year = {2014},
date = {2014-12-01},
booktitle = {Fourth International Workshop EVALITA 2014},
keywords = {}
}
|
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) @inproceedings{castellucci-semeval2014,
title = {UNITOR: Aspect Based Sentiment Analysis with Structured Learning},
author = { Giuseppe Castellucci and Simone Filice and Danilo Croce and Roberto Basili},
url = {http://www.aclweb.org/anthology/S14-2135},
year = {2014},
date = {2014-08-22},
booktitle = {Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014)},
pages = {761--767},
publisher = {Association for Computational Linguistics and Dublin City University},
address = {Dublin, Ireland},
keywords = {}
}
|
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) @inproceedings{Bastianelli:ecai:2014,
title = {Effective and Robust Natural Language Understanding for Human Robot Interaction},
author = {Emanuele Bastianelli and Giuseppe Castellucci and Danilo Croce and Roberto Basili and Daniele Nardi},
year = {2014},
date = {2014-08-18},
booktitle = {Proceedings of the 21st European Conference on Artificial Intelligence (ECAI 2014)},
volume = {263},
pages = {57 - 62},
address = {Prague, Czech Republic},
keywords = {}
}
|
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) @inproceedings{BASTIANELLI14.531,
title = {HuRIC: a Human Robot Interaction Corpus},
author = {Emanuele Bastianelli and Giuseppe Castellucci and Danilo Croce and Luca Iocchi and Roberto Basili and Daniele Nardi},
editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Hrafn Loftsson and Bente Maegaard and Joseph Mariani and Asuncion Moreno and Jan Odijk and Stelios Piperidis},
isbn = {978-2-9517408-8-4},
year = {2014},
date = {2014-06-01},
booktitle = {Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)},
publisher = {European Language Resources Association (ELRA)},
address = {Reykjavik, Iceland},
keywords = {}
}
|
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) @incollection{filice2014effective,
title = {Effective Kernelized Online Learning in Language Processing Tasks},
author = { Simone Filice and Giuseppe Castellucci and Danilo Croce and Roberto Basili},
year = {2014},
date = {2014-01-01},
booktitle = {Advances in Information Retrieval},
pages = {347--358},
publisher = {Springer International Publishing},
keywords = {}
}
|
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) @inproceedings{BaIoNa14,
title = {RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets},
author = { Emanuele Bastianelli and Luca Iocchi and Daniele Nardi and Giuseppe Castellucci and Danilo Croce and Roberto Basili},
url = {http://fei.edu.br/rcs/2014/SpecialTrackDev/robocupsymposium2014_submission_33.pdf},
year = {2014},
date = {2014-01-01},
booktitle = {Proceedings of the RoboCup Symposium (2014)},
keywords = {}
}
|
2013 |
Filice, Simone; Castellucci, Giuseppe; Croce, Danilo; Basili, Roberto Robust Language Learning via Efficient Budgeted Online Algorithms (Inproceeding) 3rd IEEE ICDM Workshop on Sentiment Elicitation from Natural Text for Information Retrieval and Extraction (SENTIRE), To Appear, Dallas, USA, 2013. (BibTeX) @inproceedings{Sentire2013,
title = {Robust Language Learning via Efficient Budgeted Online Algorithms},
author = {Filice, Simone and Castellucci, Giuseppe and Croce, Danilo and Basili,Roberto},
year = {2013},
date = {2013-01-01},
booktitle = {3rd IEEE ICDM Workshop on Sentiment Elicitation from Natural Text for Information Retrieval and Extraction (SENTIRE), To Appear},
address = {Dallas, USA},
keywords = {}
}
|
Basili, Roberto; Bastianelli, Emanuele; Castellucci, Giuseppe; Nardi, Daniele; Perera, Vittorio Kernel-based Discriminative Re-ranking for Spoken Command Understanding in HRI (Inproceeding) Baldoni, Matteo; Baroglio, Cristina; Boella, Guido; Micalizio, Roberto (Ed.): XIII Conference of the Italian Association for Artificial Intelligence, Springer, Torino, Italy, 2013, ISBN: 978-3-319-03523-9. (BibTeX) @inproceedings{SpeechRerank2013,
title = {Kernel-based Discriminative Re-ranking for Spoken Command Understanding in HRI},
author = {Roberto Basili and Emanuele Bastianelli and Giuseppe Castellucci and Daniele Nardi and Vittorio Perera},
editor = {Baldoni, Matteo and Baroglio, Cristina and Boella, Guido and Micalizio, Roberto},
isbn = {978-3-319-03523-9},
year = {2013},
date = {2013-01-01},
booktitle = {XIII Conference of the Italian Association for Artificial Intelligence},
volume = {8249},
publisher = {Springer},
address = {Torino, Italy},
series = {Lecture Notes in Computer Science},
keywords = {}
}
|
Bastianelli, Emanuele; Castellucci, Giuseppe; Croce, Danilo; Basili, Roberto Textual Inference and Meaning Representation in Human Robot Interaction (Inproceeding) Joint Symposium on Semantic Processing: Textual Inference and Structures in Corpora, To Appear, Trento, Italy, 2013. (BibTeX) @inproceedings{JSSP2013,
title = {Textual Inference and Meaning Representation in Human Robot Interaction},
author = {Bastianelli, Emanuele and Castellucci, Giuseppe and Croce, Danilo and Basili, Roberto},
year = {2013},
date = {2013-01-01},
booktitle = {Joint Symposium on Semantic Processing: Textual Inference and Structures in Corpora, To Appear},
address = {Trento, Italy},
keywords = {}
}
|
Castellucci, Giuseppe; Filice, Simone; Croce, Danilo; Basili, Roberto UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis (Inproceeding) Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013), pp. 369–374, Association for Computational Linguistics, Atlanta, Georgia, USA, 2013. (Links | BibTeX) @inproceedings{castellucci-SemEval2013,
title = {UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis},
author = {Castellucci, Giuseppe and Filice, Simone and Croce, Danilo and Basili, Roberto},
url = {http://www.aclweb.org/anthology/S13-2060},
year = {2013},
date = {2013-01-01},
booktitle = {Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013)},
pages = {369--374},
publisher = {Association for Computational Linguistics},
address = {Atlanta, Georgia, USA},
keywords = {}
}
|
2012 |
Croce, Danilo; Castellucci, Giuseppe; Bastianelli, Emanuele Structured learning for semantic role labeling (Article) Intelligenza Artificiale, 6 (2), pp. 163-176, 2012. (BibTeX) @article{DBLP:journals/ia/CroceCB12,
title = {Structured learning for semantic role labeling},
author = {Danilo Croce and Giuseppe Castellucci and Emanuele Bastianelli},
year = {2012},
date = {2012-01-01},
journal = {Intelligenza Artificiale},
volume = {6},
number = {2},
pages = {163-176},
keywords = {}
}
|
2011 |
Croce, Danilo; Bastianelli, Emanuele; Castellucci, Giuseppe Structured Kernel-Based Learning for the Frame Labeling over Italian Texts (Inproceeding) EVALITA, pp. 220-229, 2011. (BibTeX) @inproceedings{DBLP:conf/evalita/CroceBC12,
title = {Structured Kernel-Based Learning for the Frame Labeling over Italian Texts},
author = {Danilo Croce and Emanuele Bastianelli and Giuseppe Castellucci},
year = {2011},
date = {2011-01-01},
booktitle = {EVALITA},
pages = {220-229},
crossref = {DBLP:conf/evalita/2011},
keywords = {}
}
|
