| 2023 | ACL | Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages. | Seraphina Goldfarb-Tarrant, Adam Lopez, Roi Blanco, Diego Marcheggiani |
| 2020 | EMNLP | Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling. | Diego Marcheggiani, Ivan Titov |
| 2019 | EMNLP | 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 Fernndez |
| 2018 | INLG | Deep Graph Convolutional Encoders for Structured Data to Text Generation. | Diego Marcheggiani, Laura Perez-Beltrachini |
| 2018 | NAACL | Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks. | Diego Marcheggiani, Jasmijn Bastings, Ivan Titov |
| 2017 | CoNLL | A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling. | Diego Marcheggiani, Anton Frolov, Ivan Titov |
| 2017 | EMNLP | Graph Convolutional Encoders for Syntax-aware Neural Machine Translation. | Jasmijn Bastings, Ivan Titov, Wilker Aziz, Diego Marcheggiani, Khalil Sima'an |
| 2017 | EMNLP | Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling. | Diego Marcheggiani, Ivan Titov |
| 2015 | EMNLP | A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining. | Salud M. Jimnez-Zafra, Giacomo Berardi, Andrea Esuli, Diego Marcheggiani, Mara Teresa Martn-Valdivia, Alejandro Moreo Fernndez |
| 2015 | SAC | On the impact of entity linking in microblog real-time filtering. | Giacomo Berardi, Diego Ceccarelli, Andrea Esuli, Diego Marcheggiani |
| 2014 | ECIR | Hierarchical Multi-label Conditional Random Fields for Aspect-Oriented Opinion Mining. | Diego Marcheggiani, Oscar Tckstrm, Andrea Esuli, Fabrizio Sebastiani |
| 2014 | EMNLP | An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences. | Diego Marcheggiani, Thierry Artires |