| 2020 | AMTA | Machine Translation of Labeled Discourse Connectives. | Thomas Meyer, Andrei Popescu-Belis, Najeh Hajlaoui, Andrea Gesmundo |
| 2020 | ECAI | Task-Aware Performance Prediction for Efficient Architecture Search. | Efi Kokiopoulou, Anja Hauth, Luciano Sbaiz, Andrea Gesmundo, Gbor Bartk, Jesse Berent |
| 2020 | ICASSP | Temporal Coding in Spiking Neural Networks with Alpha Synaptic Function. | Iulia M. Comsa, Thomas Fischbacher, Krzysztof Potempa, Andrea Gesmundo, Luca Versari, Jyrki Alakuijala |
| 2019 | ICML | Parameter-Efficient Transfer Learning for NLP. | Neil Houlsby, Andrei Giurgiu, Stanislaw Jastrzebski, Bruna Morrone, Quentin de Laroussilhe, Andrea Gesmundo, Mona Attariyan, Sylvain Gelly |
| 2018 | ICLR | Ask the Right Questions: Active Question Reformulation with Reinforcement Learning. | Christian Buck, Jannis Bulian, Massimiliano Ciaramita, Wojciech Gajewski, Andrea Gesmundo, Neil Houlsby, Wei Wang |
| 2014 | EACL | Undirected Machine Translation with Discriminative Reinforcement Learning. | Andrea Gesmundo, James Henderson |
| 2014 | EACL | Projecting the Knowledge Graph to Syntactic Parsing. | Andrea Gesmundo, Keith B. Hall |
| 2012 | ACL | Lemmatisation as a Tagging Task. | Andrea Gesmundo, Tanja Samardzic |
| 2012 | ACL | Heuristic Cube Pruning in Linear Time. | Andrea Gesmundo, Giorgio Satta, James Henderson |
| 2012 | EACL | HadoopPerceptron: a Toolkit for Distributed Perceptron Training and Prediction with MapReduce. | Andrea Gesmundo, Nadi Tomeh |
| 2012 | LREC | Lemmatising Serbian as Category Tagging with Bidirectional Sequence Classification. | Andrea Gesmundo, Tanja Samardzic |
| 2011 | EMNLP | Heuristic Search for Non-Bottom-Up Tree Structure Prediction. | Andrea Gesmundo, James Henderson |
| 2009 | CoNLL | A Latent Variable Model of Synchronous Syntactic-Semantic Parsing for Multiple Languages. | Andrea Gesmundo, James Henderson, Paola Merlo, Ivan Titov |