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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
10692017
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
6612017
Exploiting semantics in neural machine translation with graph convolutional networks
D Marcheggiani, J Bastings, I Titov
arXiv preprint arXiv:1804.08313, 2018
2582018
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
1442017
Deep graph convolutional encoders for structured data to text generation
D Marcheggiani, L Perez-Beltrachini
arXiv preprint arXiv:1810.09995, 2018
1422018
Hierarchical multi-label conditional random fields for aspect-oriented opinion mining
D Marcheggiani, O Täckström, A Esuli, F Sebastiani
Advances in Information Retrieval: 36th European Conference on IR Research …, 2014
1152014
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
1022016
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
742013
Word Embeddings Go to Italy: A Comparison of Models and Training Datasets.
G Berardi, A Esuli, D Marcheggiani
IIR, 2015
692015
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling
D Marcheggiani, I Titov
In Proceedings of EMNLP, 2020, 2020
502020
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
402014
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
392019
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
342011
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
172015
Bias beyond English: Counterfactual tests for bias in sentiment analysis in four languages
S Goldfarb-Tarrant, A Lopez, R Blanco, D Marcheggiani
arXiv preprint arXiv:2305.11673, 2023
162023
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
132010
Metadata enrichment services for the europeana digital library
G Berardi, A Esuli, S Gordea, D Marcheggiani, F Sebastiani
Theory and Practice of Digital Libraries: Second International Conference …, 2012
72012
Semantic role labeling
D Marcheggiani, M Roth, I Titov, B Van Durme
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
62017
BookQA: Stories of Challenges and Opportunities
S Angelidis, L Frermann, D Marcheggiani, R Blanco, L Màrquez
arXiv preprint arXiv:1910.00856, 2019
52019
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Artículos 1–20