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Research Output 2001 2019

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Article
2019

Arabic community question answering

Nakov, P., Marques, L., Moschitti, A. & Mubarak, H., 1 Jan 2019, In : Natural Language Engineering. 25, 1, p. 5-41 37 p.

Research output: Contribution to journalArticle

Syntactics
Formal languages
Learning algorithms
community
Learning systems
Syntactics
Semantics
Classifiers
Question answering
Reranking
2018
6 Citations (Scopus)

KeLP: A kernel-based learning platform

Filice, S., Castellucci, G., Martino, G. D. S., Moschitti, A., Croce, D. & Basili, R., 1 Apr 2018, In : Journal of Machine Learning Research. 18, p. 1-5 5 p.

Research output: Contribution to journalArticle

Java
kernel
Java programming language
Kernel Machines
XML
1 Citation (Scopus)

Learning pairwise patterns in Community Question Answering

Filice, S. & Moschitti, A., 1 Jan 2018, In : Intelligenza Artificiale. 12, 2, p. 49-65 17 p.

Research output: Contribution to journalArticle

Syntactics
Semantics
2017
3 Citations (Scopus)

Language processing and learning models for community question answering in Arabic

Romeo, S., Martino, G., Belinkov, Y., Barron, A., Eldesouki, M., Darwish, K., Mubarak, H., Glass, J. & Moschitti, A., 1 Jan 2017, (Accepted/In press) In : Information Processing and Management.

Research output: Contribution to journalArticle

neural network
Processing
language
learning
community
2016
1 Citation (Scopus)

Appetitoso: A search engine for restaurant retrieval based on dishes

Barlacchi, G., Abad, A., Rossinelli, E. & Moschitti, A., 2016, In : CEUR Workshop Proceedings. 1749

Research output: Contribution to journalArticle

Search engines

Crossword Puzzle resolution in Italian using distributional models for clue similarity

Nicosia, M. & Moschitti, A., 2016, In : Unknown Journal. 1653

Research output: Contribution to journalArticle

Information retrieval
engine
Search engines
learning
Engines

Tree kernels-based discriminative reranker for Italian constituency parsers

Uva, A. & Moschitti, A., 2016, In : CEUR Workshop Proceedings. 1749

Research output: Contribution to journalArticle

Syntactics
Support vector machines
2015

Harmonization and development of resources and tools for italian natural language processing within the PARLI project

Basili, R., Bosco, C., Delmonte, R., Moschitti, A. & Simi, M., 2015, In : Studies in Computational Intelligence. 589

Research output: Contribution to journalArticle

Processing
2 Citations (Scopus)

Semantic tree kernels for statistical natural language learning

Croce, D., Basili, R. & Moschitti, A., 2015, In : Studies in Computational Intelligence. 589, p. 93-113 21 p.

Research output: Contribution to journalArticle

Convolution
Linguistics
Semantics
Syntactics
Processing
2014
1 Citation (Scopus)

Information extraction from multimedia web documents: an open-source platform and testbed

Dupplaw, D. P., Matthews, M., Johansson, R., Boato, G., Costanzo, A., Fontani, M., Minack, E., Demidova, E., Blanco, R., Griffiths, T., Lewis, P., Hare, J. & Moschitti, A., 1 Jun 2014, In : International Journal of Multimedia Information Retrieval. 3, 2, p. 97-111 15 p.

Research output: Contribution to journalArticle

Testbeds
multimedia
Information retrieval
information retrieval
Knowledge management
28 Citations (Scopus)

Multi-lingual opinion mining on YouTube

Severyn, A., Moschitti, A., Uryupina, O., Plank, B. & Filippova, K., 15 May 2014, (Accepted/In press) In : Information Processing and Management.

Research output: Contribution to journalArticle

language
Syntactics
Italian language
Linguistics
Classifiers

Preface

Gonzalo, J., Li, H., Moschitti, A. & Xu, J., 2014, In : Unknown Journal. 1204

Research output: Contribution to journalArticle

2013

Preface

Moschitti, A. & Plank, B., 1 Jan 2013, In : Communications in Computer and Information Science. 379 CCIS

Research output: Contribution to journalArticle

32 Citations (Scopus)

Relational features in fine-grained opinion analysis

Johansson, R. & Moschitti, A., 1 Sep 2013, In : Computational Linguistics. 39, 3, p. 473-509 37 p.

Research output: Contribution to journalArticle

Learning systems
Syntactics
Linguistics
Semantics
Experiments
2012

Communications in Computer and Information Science: Preface

Moschitti, A. & Scandariato, R., 27 Aug 2012, In : Communications in Computer and Information Science. 255 CCIS

Research output: Contribution to journalArticle

Communication
18 Citations (Scopus)

Discriminative reranking for spoken language understanding

Dinarelli, M., Moschitti, A. & Riccardi, G., 1 Jan 2012, In : IEEE Transactions on Audio, Speech and Language Processing. 20, 2, p. 526-539 14 p., 5955081.

Research output: Contribution to journalArticle

Transducers
transducers
Stochastic models
problem solving
Support vector machines
12 Citations (Scopus)

Fast support vector machines for convolution tree kernels

Severyn, A. & Moschitti, A., 1 Sep 2012, In : Data Mining and Knowledge Discovery. 25, 2, p. 325-357 33 p.

Research output: Contribution to journalArticle

Convolution
Support vector machines
Bioinformatics
Data mining
Learning systems
1 Citation (Scopus)

Special issue on statistical learning of natural language structured input and output

Marques, L. & Moschitti, A., 1 Apr 2012, In : Natural Language Engineering. 18, 2, p. 147-153 7 p.

Research output: Contribution to journalArticle

Learning systems
Processing
language
learning
Classifiers
2011
58 Citations (Scopus)

Comparing stochastic approaches to spoken language understanding in multiple languages

Hahn, S., Dinarelli, M., Raymond, C., Lefèvre, F., Lehnen, P., De Mori, R., Moschitti, A., Ney, H. & Riccardi, G., 3 Jun 2011, In : IEEE Transactions on Audio, Speech and Language Processing. 19, 6, p. 1569-1583 15 p., 5639034.

Research output: Contribution to journalArticle

speech recognition
Speech recognition
natural language processing
machine translation
evaluation
6 Citations (Scopus)

Efficient graph kernels for textual entailment recognition

Zanzotto, F. M., Dell'Arciprete, L. & Moschitti, A., 15 Sep 2011, In : Fundamenta Informaticae. 107, 2-3, p. 199-222 24 p.

Research output: Contribution to journalArticle

Semantics
kernel
Syntactics
Natural Language
Graph in graph theory
27 Citations (Scopus)

Linguistic kernels for answer re-ranking in question answering systems

Moschitti, A. & Quarteroni, S., 1 Nov 2011, In : Information Processing and Management. 47, 6, p. 825-842 18 p.

Research output: Contribution to journalArticle

Syntactics
Linguistics
ranking
semantics
linguistics

Preface

Matveeva, I., Marques, L., Moschitti, A. & Zanzotto, F. M., 1 Dec 2011, In : ACL HLT 2011 - TextGraphs 2011: Workshop on Graph-Based Methods for Natural Language Processing, Proceedings of the Workshop.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Supervised semantic relation mining from Linguistically noisy text documents

Giannone, C., Basili, R., Naggar, P. & Moschitti, A., 1 Jun 2011, In : International Journal on Document Analysis and Recognition. 14, 2, p. 213-228 16 p.

Research output: Contribution to journalArticle

Semantics
Support vector machines
Competitive intelligence
Law enforcement
Linguistics
2010
1 Citation (Scopus)

Introduction

Banea, C., Moschitti, A., Somasundaran, S. & Zanzotto, F. M., 1 Dec 2010, In : ACL 2010 - TextGraphs 2010: 2010 Workshop on Graph-Based Methods for Natural Language Processing, Proceedings of the Workshop.

Research output: Contribution to journalArticle

2009
48 Citations (Scopus)

A machine learning approach to textual entailment recognition

Zanzotto, F. M., Pennacchiotti, M. & Moschitti, A., 1 Oct 2009, In : Natural Language Engineering. 15, 4, p. 551-582 32 p.

Research output: Contribution to journalArticle

Learning systems
Semantics
semantics
Syntactics
Learning algorithms
2008
106 Citations (Scopus)

Tree kernels for semantic role labeling

Moschitti, A., Pighin, D. & Basili, R., 1 Jun 2008, In : Computational Linguistics. 34, 2, p. 193-224 32 p.

Research output: Contribution to journalArticle

Labeling
Semantics
semantics
syntax theory
ranking
2006
22 Citations (Scopus)

A semantic kernel to classify texts with very few training examples

Basili, R., Cammisa, M. & Moschitti, A., 1 Jun 2006, In : Informatica (Ljubljana). 30, 2, p. 163-172 10 p.

Research output: Contribution to journalArticle

Vector spaces
Learning algorithms
Support vector machines
Classifiers
WordNet
2 Citations (Scopus)

Extensive evaluation of efficient NLP-driven text classification

Basili, R., Moschitti, A. & Pazienza, M. T., 1 Aug 2006, In : Applied Artificial Intelligence. 20, 6, p. 457-491 35 p.

Research output: Contribution to journalArticle

Linguistics
Classifiers
Syntactics
Vector spaces
Linear regression
18 Citations (Scopus)

Semantic indexing and hyperlinking of multimedia news: The RitroveRAI system

Basili, R., Cammisa, M., Donati, E. & Moschitti, A., 1 Mar 2006, In : Journal of Digital Information Management. 4, 1, p. 63-72 10 p.

Research output: Contribution to journalArticle

indexing
Metadata
multimedia
news
Semantics
2004
106 Citations (Scopus)
Natural Language Processing
Text Categorization
Text Classification
Linguistics
Document Retrieval
2003
19 Citations (Scopus)
Parameter Tuning
Optimal Parameter
Classifiers
Research Design
Language
7 Citations (Scopus)

Personalizing Web publishing via information extraction

Basili, R., Moschitti, A., Pazienza, M. T. & Zanzotto, F. M., 1 Jan 2003, In : IEEE Intelligent Systems. 18, 1, p. 62-70 9 p.

Research output: Contribution to journalArticle