Publications

This page report the list of publications of the SAG Group.

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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)

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)

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)

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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)

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)

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)

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)

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)

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)

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)