People

Giuseppe Castellucci

Fellow
castellucci@ing.uniroma2.it

Bio: My name is Giuseppe Castellucci. I am a PhD student 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.
More information can be found here.



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)

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)

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

A Compositional Perspective in Convolution Kernels (Inproceeding)

IIR 2015, Ceur-WS 2015.

(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)

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)

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

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)

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)

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)

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)

2012

Croce, Danilo; Castellucci, Giuseppe; Bastianelli, Emanuele

Structured learning for semantic role labeling (Article)

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

(BibTeX)

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)