This page report the list of publications of the SAG Group.
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 | Tags: Human Robot Interaction, Machine Learning, Natural Language Processing) @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 = {Human Robot Interaction, Machine Learning, Natural Language Processing}
}
|
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 | Tags: Machine Learning, Opinion Mining, Sentiment Analysis, Social Media, SVM-HMM) @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 = {Machine Learning, Opinion Mining, Sentiment Analysis, Social Media, SVM-HMM}
}
|
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 | Tags: Machine Learning, Opinion Mining, Sentiment Analysis, SVM-HMM, Tree Kernel) @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 = {Machine Learning, Opinion Mining, Sentiment Analysis, SVM-HMM, Tree Kernel}
}
|
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 | Tags: Machine Learning, Natural Language Processing, OnlineLearning) @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 = {Machine Learning, Natural Language Processing, OnlineLearning}
}
|
, Proceedings of the 5th Italian Information Retrieval Workshop, Roma, Italy, January 20-21, 2014 (Proceeding) CEUR-WS.org, 2014. (BibTeX | Tags: Information Retrieval, Machine Learning, Natural Language Processing) @proceedings{DBLP:conf/iir/2014,
title = {Proceedings of the 5th Italian Information Retrieval Workshop, Roma, Italy, January 20-21, 2014},
editor = {Roberto Basili and Fabio Crestani and Marco Pennacchiotti},
year = {2014},
date = {2014-01-01},
booktitle = {IIR},
volume = {1127},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {Information Retrieval, Machine Learning, Natural Language Processing}
}
|
2013 |
Filice, Simone; Croce, Danilo; Basili, Roberto A Robust Machine Learning Approach for Signal Separation and Classification (Inproceeding) IbPRIA, pp. 749-757, 2013. (BibTeX | Tags: Machine Learning) @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 = {Machine Learning}
}
|
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 | Tags: Human Robot Interaction, Machine Learning, Re-ranking) @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 = {Human Robot Interaction, Machine Learning, Re-ranking}
}
|
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 | Tags: Machine Learning, OnlineLearning, Opinion Mining) @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 = {Machine Learning, OnlineLearning, Opinion Mining}
}
|
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 | Tags: Machine Learning, OnlineLearning) @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 = {Machine Learning, OnlineLearning}
}
|
2003 |
Guthrie, Louise; Basili, Roberto; Zanzotto, Fabio; Bontcheva, Kalina; Cunningham, Hamish; Cammisa, Marco; Liu, Jerry Cheng-Chieh; Cui, Jia; Martin, Cassia Faria; Guthrie, David; others, Semantic Analysis for Data Sparsity Compensation (SPARSE) (Techreport) 2003. (Links | BibTeX | Tags: Lexical Semantics, Machine Learning, Named Entity Recognition, Natural Language Processing) @techreport{guthriesemantic,
title = {Semantic Analysis for Data Sparsity Compensation (SPARSE)},
author = { Louise Guthrie and Roberto Basili and Fabio Zanzotto and Kalina Bontcheva and Hamish Cunningham and Marco Cammisa and Jerry Cheng-Chieh Liu and Jia Cui and Cassia Faria Martin and David Guthrie and others},
editor = {CSLP, John Hopkins University, Baltimore, USA.},
url = {http:old-site.clsp.jhu.edu/ws2003/groups/sparse/frptmainALL.pdf},
year = {2003},
date = {2003-11-01},
keywords = {Lexical Semantics, Machine Learning, Named Entity Recognition, Natural Language Processing}
}
|
2002 |
Roberto Basili Maria Teresa Pazienza, Fabio Massimo Zanzotto Decision trees as explicit domain term definitions (Conference) 19th International Conference on Computational Linguistics, COLING 2002., Taipei, Taiwan, 2002. (BibTeX | Tags: Machine Learning, Natural Language Processing, Terminology Extraction) @conference{basilidecision,
title = {Decision trees as explicit domain term definitions},
author = { Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto },
year = {2002},
date = {2002-09-01},
booktitle = {19th International Conference on Computational Linguistics, COLING 2002.},
address = {Taipei, Taiwan},
keywords = {Machine Learning, Natural Language Processing, Terminology Extraction}
}
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