Diego Marcheggiani
Diego Marcheggiani
Applied Scientist at Amazon
Verified email at amazon.es - Homepage
TitleCited byYear
Encoding sentences with graph convolutional networks for semantic role labeling
D Marcheggiani, I Titov
arXiv preprint arXiv:1703.04826, 2017
1752017
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
1072017
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
562014
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
452017
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
432013
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
262011
Exploiting semantics in neural machine translation with graph convolutional networks
D Marcheggiani, J Bastings, I Titov
arXiv preprint arXiv:1804.08313, 2018
252018
Word Embeddings Go to Italy: A Comparison of Models and Training Datasets.
G Berardi, A Esuli, D Marcheggiani
IIR, 2015
222015
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
212016
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
142014
Deep graph convolutional encoders for structured data to text generation
D Marcheggiani, L Perez-Beltrachini
arXiv preprint arXiv:1810.09995, 2018
122018
Sentence-Based Active Learning Strategies for Information Extraction
A Esuli, D Marcheggiani, F Sebastiani
First Italian Information Retrieval Workshop (IIR), 41-45, 2010
102010
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
92017
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
52015
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
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
22015
Semantic Role Labeling
D Marcheggiani, M Roth, I Titov, B Van Durme
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
12017
ISTI at TREC Microblog Track 2012: Real-Time Filtering Through Supervised Learning
G Berardi, A Esuli, D Marcheggiani
CONSIGLIO NAZIONALE DELLE RICHERCHE PISA (ITALY), 2012
12012
ISTI@ SemEval-2 Task 8: Boosting-Based Multiway Relation Classification
A Esuli, D Marcheggiani, F Sebastiani
Proceedings of the 5th International Workshop on Semantic Evaluation, 218-221, 2010
12010
BookQA: Stories of Challenges and Opportunities
S Angelidis, L Frermann, D Marcheggiani, R Blanco, L Màrquez
arXiv preprint arXiv:1910.00856, 2019
2019
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Articles 1–20