My research interests mostly lie in developing Machine Learning models for Natural Language Processing.
2015 |
Filice, Simone; Croce, Danilo; Basili, Roberto A Stratified Strategy for Efficient Kernel-Based Learning (Inproceeding) AAAI Conference on Artificial Intelligence, 2015. (Links | BibTeX) @inproceedings{AAAI159520,
title = {A Stratified Strategy for Efficient Kernel-Based Learning},
author = {Simone Filice and Danilo Croce and Roberto Basili},
url = {https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9520},
year = {2015},
date = {2015-01-01},
booktitle = {AAAI Conference on Artificial Intelligence},
keywords = {}
}
|
Nicosia, Massimo; Filice, Simone; Barrón-Cedeño, Alberto; Saleh, Iman; Mubarak, Hamdy; Gao, Wei; Nakov, Preslav; Martino, Giovanni Da San; Moschitti, Alessandro; Darwish, Kareem; Màrquez, Lluís; Joty, Shafiq; Magdy, Walid QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English (Inproceeding) Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015), pp. 203–209, Association for Computational Linguistics, Denver, Colorado, 2015. (Links | BibTeX) @inproceedings{nicosia-EtAl:2015:SemEval,
title = {QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English},
author = { Massimo Nicosia and Simone Filice and Alberto Barrón-Cedeño and Iman Saleh and Hamdy Mubarak and Wei Gao and Preslav Nakov and Giovanni Da San Martino and Alessandro Moschitti and Kareem Darwish and Lluís Màrquez and Shafiq Joty and Walid Magdy},
url = {http://www.aclweb.org/anthology/S15-2036},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)},
pages = {203--209},
publisher = {Association for Computational Linguistics},
address = {Denver, Colorado},
keywords = {}
}
|
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) @incollection{,
title = {Distributional Models for Lexical Semantics: An Investigation of Different Representations for Natural Language Learning},
author = { Danilo Croce and Simone Filice and Roberto Basili},
editor = {Basili, Roberto and Bosco, Cristina and Delmonte, Rodolfo and Moschitti, Alessandro and Simi, Maria},
url = {http://dx.doi.org/10.1007/978-3-319-14206-7_6},
isbn = {978-3-319-14205-0},
year = {2015},
date = {2015-01-01},
booktitle = {Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project},
volume = {589},
pages = {115-134},
publisher = {Springer International Publishing},
series = {Studies in Computational Intelligence},
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 = {}
}
|
2014 |
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 = {}
}
|
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 = {}
}
|
2013 |
Filice, Simone; Croce, Danilo; Basili, Roberto A Robust Machine Learning Approach for Signal Separation and Classification (Inproceeding) IbPRIA, pp. 749-757, 2013. (BibTeX) @inproceedings{DBLP:conf/ibpria/FiliceCB13,
title = {A Robust Machine Learning Approach for Signal Separation and Classification},
author = {Simone Filice and Danilo Croce and Roberto Basili},
year = {2013},
date = {2013-01-01},
booktitle = {IbPRIA},
pages = {749-757},
crossref = {DBLP:conf/ibpria/2013},
keywords = {}
}
|
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) @inproceedings{DBLP:conf/icmla/FiliceCBZ13,
title = {Linear Online Learning over Structured Data with Distributed Tree Kernels},
author = { Simone Filice and Danilo Croce and Roberto Basili and Fabio Massimo Zanzotto},
year = {2013},
date = {2013-01-01},
booktitle = {12th International Conference on Machine Learning and Applications, ICMLA 2013},
pages = {123-128},
publisher = {IEEE},
address = {Miami, FL, USA},
crossref = {DBLP:conf/icmla/2013-1},
keywords = {}
}
|
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 = {}
}
|
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; Filice, Simone; Basili, Roberto Distributional Models and Lexical Semantics in Convolution Kernels (Inproceeding) CICLing (1), pp. 336-348, 2012. (BibTeX) @inproceedings{DBLP:conf/cicling/CroceFB12,
title = {Distributional Models and Lexical Semantics in Convolution Kernels},
author = {Danilo Croce and Simone Filice and Roberto Basili},
year = {2012},
date = {2012-01-01},
booktitle = {CICLing (1)},
pages = {336-348},
crossref = {DBLP:conf/cicling/2012-1},
keywords = {}
}
|
I am a PhD candidate in Computer Engineering at the University of Roma, Tor Vergata, where I received my master degree in Computer Engineering in 2011.