Diego Marcheggiani
Diego Marcheggiani
Amazon
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Encoding sentences with graph convolutional networks for semantic role labeling
D Marcheggiani, I Titov
arXiv preprint arXiv:1703.04826, 2017
5122017
Graph convolutional encoders for syntax-aware neural machine translation
J Bastings, I Titov, W Aziz, D Marcheggiani, K Sima'an
arXiv preprint arXiv:1704.04675, 2017
3182017
Exploiting semantics in neural machine translation with graph convolutional networks
D Marcheggiani, J Bastings, I Titov
arXiv preprint arXiv:1804.08313, 2018
1012018
A simple and accurate syntax-agnostic neural model for dependency-based semantic role labeling
D Marcheggiani, A Frolov, I Titov
arXiv preprint arXiv:1701.02593, 2017
912017
Hierarchical multi-label conditional random fields for aspect-oriented opinion mining
D Marcheggiani, O Täckström, A Esuli, F Sebastiani
European conference on information retrieval, 273-285, 2014
772014
Deep graph convolutional encoders for structured data to text generation
D Marcheggiani, L Perez-Beltrachini
arXiv preprint arXiv:1810.09995, 2018
622018
An enhanced CRFs-based system for information extraction from radiology reports
A Esuli, D Marcheggiani, F Sebastiani
Journal of biomedical informatics 46 (3), 425-435, 2013
552013
Word Embeddings Go to Italy: A Comparison of Models and Training Datasets.
G Berardi, A Esuli, D Marcheggiani
IIR, 2015
492015
Discrete-state variational autoencoders for joint discovery and factorization of relations
D Marcheggiani, I Titov
Transactions of the Association for Computational Linguistics 4, 231-244, 2016
462016
ISTI@ TREC Microblog Track 2011: Exploring the Use of Hashtag Segmentation and Text Quality Ranking.
G Berardi, A Esuli, D Marcheggiani, F Sebastiani
TREC, 2011
302011
An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences
D Marcheggiani, T Artieres
2014 Conference on Empirical Methods in Natural Language Processing (EMNLP …, 2014
252014
You shall know a user by the company it keeps: Dynamic representations for social media users in nlp
M Del Tredici, D Marcheggiani, SS Walde, R Fernández
arXiv preprint arXiv:1909.00412, 2019
142019
On the effects of low-quality training data on information extraction from clinical reports
D Marcheggiani, F Sebastiani
Journal of Data and Information Quality (JDIQ) 9 (1), 1-25, 2017
142017
Sentence-Based Active Learning Strategies for Information Extraction
A Esuli, D Marcheggiani, F Sebastiani
First Italian Information Retrieval Workshop (IIR), 41-45, 2010
112010
A multi-lingual annotated dataset for aspect-oriented opinion mining
SM Jiménez-Zafra, G Berardi, A Esuli, D Marcheggiani, ...
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
102015
Metadata enrichment services for the europeana digital library
G Berardi, A Esuli, S Gordea, D Marcheggiani, F Sebastiani
International Conference on Theory and Practice of Digital Libraries, 508-511, 2012
52012
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling
D Marcheggiani, I Titov
In Proceedings of EMNLP, 2020, 2020
32020
On the impact of entity linking in microblog real-time filtering
G Berardi, D Ceccarelli, A Esuli, D Marcheggiani
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 1066-1071, 2015
32015
ISTI young research award 2015
A Bardi, L Candela, G Coro, M Dellepiane, A Esuli, L Gabrielli, A Gotta, ...
Technical report, Istituto di Scienza e Tecnologie dell’Informazione “A …, 2015
22015
BookQA: Stories of Challenges and Opportunities
S Angelidis, L Frermann, D Marcheggiani, R Blanco, L Màrquez
arXiv preprint arXiv:1910.00856, 2019
12019
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Artículos 1–20