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

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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)


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)


Proceedings of the 5th Italian Information Retrieval Workshop, Roma, Italy, January 20-21, 2014 (Proceeding), 2014.

(BibTeX | Tags: Information Retrieval, Machine Learning, Natural Language Processing)


Croce, Danilo; Storch, Valerio; Basili, Roberto

UNITOR-CORE TYPED: Combining Text Similarity and Semantic Filters through SV Regression (Article)


(BibTeX | Tags: Natural Language Processing, Text Similarity)

Basili, Roberto; Cao, Diego De; Lenci, Alessandro; Moschitti, Alessandro; Venturi, Giulia

Evalita 2011: the frame labeling over italian texts task (Incollection)

Evaluation of Natural Language and Speech Tools for Italian, pp. 195–204, Springer Berlin Heidelberg, 2013.

(BibTeX | Tags: Evalita, Natural Language Processing, Semantic Role Labeling)

Bastianelli, Emanuele; Croce, Danilo; Basili, Roberto; Nardi, Daniele

UNITOR-HMM-TK: Structured Kernel-based learning for Spatial Role Labeling (Article)

Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013). Association for Computational Linguistics, 2013.

(BibTeX | Tags: Natural Language Processing, Spatial Role Labeling)


Croce, Danilo; Castellucci, Giuseppe; Bastianelli, Emanuele

Structured learning for semantic role labeling (Article)

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

(BibTeX | Tags: Natural Language Processing, Semantic Role Labeling, SVM-HMM)


Croce, Danilo; Bastianelli, Emanuele; Castellucci, Giuseppe

Structured Kernel-Based Learning for the Frame Labeling over Italian Texts (Inproceeding)

EVALITA, pp. 220-229, 2011.

(BibTeX | Tags: Natural Language Processing, Semantic Role Labeling, SVM-HMM)


Basili, Roberto; Marabello, Maria Vittoria; Saracino, Dario

Combining Linguistic and Visual properties for Unsupervised Web Mining (Conference)

ESA-EUSC 2006 Worskhop on "Image Information Mining for Security and Intelligence", EUSC, Torrejon air base - Madrid (Spain) , 2006.

(BibTeX | Tags: Automatic Classification, Multimedia Analysis, Natural Language Processing, Security)


Basili, Roberto; Cammisa, Marco; Marabello, Maria Vittoria; Pennacchiotti, Marco; Saracino, Dario; Zanzotto, Fabio Massimo

Ontology-driven Information Retrieval in FF-Poirot. (Inproceeding)

SWAP, 2005.

(BibTeX | Tags: Information Retrieval, Natural Language Processing, Ontology)


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)


(Links | BibTeX | Tags: Lexical Semantics, Machine Learning, Named Entity Recognition, Natural Language Processing)


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)


Basili, Roberto; Pazienza, Maria Teresa; Saracino, Dario; Zanzotto, Fabio Massimo

GesTALt: the Italian Syntactic-Semantic Treebank annotation tool (Conference)

Workshop AI*IA "TreeBank SI-TAL per la lingua italiana", S. Montemagni, MT Pazienza editors., Bari, Italy., 2001.

(BibTeX | Tags: Language Resources, Linguistic Annotations, Natural Language Processing)