Sentence-Based Active Learning Strategies for Information Extraction. - Andrea Esuli; Diego Marcheggiani; Fabrizio Sebastiani 001 (IIR, 2010)

ISTI@SemEval-2 Task 8: Boosting-Based Multiway Relation Classification. - Andrea Esuli; Diego Marcheggiani; Fabrizio Sebastiani 001 (SemEval@ACL, 2010)

Extracting Information from Free-text Mammography Reports. - Andrea Esuli; Diego Marcheggiani; Fabrizio Sebastiani 001 (ERCIM News, 2010)

ISTI@TREC Microblog Track 2011: Exploring the Use of Hashtag Segmentation and Text Quality Ranking. - Giacomo Berardi; Andrea Esuli; Diego Marcheggiani; Fabrizio Sebastiani 001 (TREC, 2011)

Metadata Enrichment Services for the Europeana Digital Library. - Giacomo Berardi; Andrea Esuli; Sergiu Gordea; Diego Marcheggiani; Fabrizio Sebastiani 001 (TPDL, 2012)

ISTI@TREC Microblog Track 2012: Real-Time Filtering Through Supervised Learning. - Giacomo Berardi; Andrea Esuli; Diego Marcheggiani (TREC, 2012)

An enhanced CRFs-based system for information extraction from radiology reports. - Andrea Esuli; Diego Marcheggiani; Fabrizio Sebastiani 001 (J. Biomed. Informatics, 2013)

Hierarchical Multi-label Conditional Random Fields for Aspect-Oriented Opinion Mining. - Diego Marcheggiani; Oscar Täckström; Andrea Esuli; Fabrizio Sebastiani 001 (ECIR, 2014)

An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences. - Diego Marcheggiani; Thierry Artières (EMNLP, 2014)

Beyond linear chain: a journey through conditional random fields for information extraction from text. - Diego Marcheggiani (SIGIR Forum, 2014)

Beyond linear chain: a journey through conditional random fields for information extraction from text. - Diego Marcheggiani (2014)

A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining. - Salud M. Jiménez-Zafra; Giacomo Berardi; Andrea Esuli; Diego Marcheggiani; María Teresa Martín-Valdivia; Alejandro Moreo Fernández (EMNLP, 2015)

Word Embeddings Go to Italy: A Comparison of Models and Training Datasets. - Giacomo Berardi; Andrea Esuli; Diego Marcheggiani (IIR, 2015)

On the impact of entity linking in microblog real-time filtering. - Giacomo Berardi; Diego Ceccarelli; Andrea Esuli; Diego Marcheggiani (SAC, 2015)

Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations. - Diego Marcheggiani; Ivan Titov 001 (Trans. Assoc. Comput. Linguistics, 2016)

A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling. - Diego Marcheggiani; Anton Frolov 001; Ivan Titov 001 (CoNLL, 2017)

Graph Convolutional Encoders for Syntax-aware Neural Machine Translation. - Jasmijn Bastings; Ivan Titov 001; Wilker Aziz; Diego Marcheggiani; Khalil Sima'an (EMNLP, 2017)

Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling. - Diego Marcheggiani; Ivan Titov 001 (EMNLP, 2017)

On the Effects of Low-Quality Training Data on Information Extraction from Clinical Reports. - Diego Marcheggiani; Fabrizio Sebastiani 001 (ACM J. Data Inf. Qual., 2017)

Deep Graph Convolutional Encoders for Structured Data to Text Generation. - Diego Marcheggiani; Laura Perez-Beltrachini (INLG, 2018)

Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks. - Diego Marcheggiani; Jasmijn Bastings; Ivan Titov 001 (NAACL-HLT (2), 2018)

The Impacts of Low-Quality Training Data on Information Extraction from Clinical Reports. - Diego Marcheggiani; Fabrizio Sebastiani 001 (ERCIM News, 2018)

Book QA: Stories of Challenges and Opportunities. - Stefanos Angelidis; Lea Frermann; Diego Marcheggiani; Roi Blanco; Lluís Màrquez (MRQA@EMNLP, 2019)

You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP. - Marco Del Tredici; Diego Marcheggiani; Sabine Schulte im Walde; Raquel Fernández (EMNLP/IJCNLP (1), 2019)

BookQA: Stories of Challenges and Opportunities. - Stefanos Angelidis; Lea Frermann; Diego Marcheggiani; Roi Blanco; Lluís Màrquez (CoRR, 2019)

Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling. - Diego Marcheggiani; Ivan Titov 001 (EMNLP (1), 2020)

Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages. - Seraphina Goldfarb-Tarrant; Adam Lopez; Roi Blanco; Diego Marcheggiani (ACL (Findings), 2023)