| 2024 | EMNLP | LUQ: Long-text Uncertainty Quantification for LLMs. | Caiqi Zhang, Fangyu Liu, Marco Basaldella, Nigel Collier |
| 2021 | EACL | Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus. | Costanza Conforti, Jakob Berndt, Marco Basaldella, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier |
| 2021 | NAACL | Self-Alignment Pretraining for Biomedical Entity Representations. | Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier |
| 2020 | EMNLP | COMETA: A Corpus for Medical Entity Linking in the Social Media. | Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier |
| 2020 | EMNLP | Natural Language Processing for Achieving Sustainable Development: the Case of Neural Labelling to Enhance Community Profiling. | Costanza Conforti, Stephanie Hirmer, Dai Morgan, Marco Basaldella, Yau Ben Or |
| 2018 | WWW | Shut Up and Run: the Never-ending Quest for Social Fitness. | Linda Anticoli, Marco Basaldella |
| 2017 | RANLP | Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages. | Marco Basaldella, Muhammad Helmy, Elisa Antolli, Mihai Horia Popescu, Giuseppe Serra, Carlo Tasso |
| 2016 | COLING | Evaluating anaphora and coreference resolution to improve automatic keyphrase extraction. | Marco Basaldella, Giorgia Chiaradia, Carlo Tasso |
| 2016 | HCOMP | Crowdsourcing Relevance Assessments: The Unexpected Benefits of Limiting the Time to Judge. | Eddy Maddalena, Marco Basaldella, Dario De Nart, Dante Degl'Innocenti, Stefano Mizzaro, Gianluca Demartini |