| 2023 | ECIR | Justifying Multi-label Text Classifications for Healthcare Applications. | Joo Figueira, Gonalo M. Correia, Michalina Strzyz, Afonso Mendes |
| 2021 | RANLP | Not All Linearizations Are Equally Data-Hungry in Sequence Labeling Parsing. | Alberto Muoz-Ortiz, Michalina Strzyz, David Vilares |
| 2020 | AAAI | Parsing as Pretraining. | David Vilares, Michalina Strzyz, Anders Sgaard, Carlos Gmez-Rodrguez |
| 2020 | COLING | A Unifying Theory of Transition-based and Sequence Labeling Parsing. | Carlos Gmez-Rodrguez, Michalina Strzyz, David Vilares |
| 2020 | COLING | Bracketing Encodings for 2-Planar Dependency Parsing. | Michalina Strzyz, David Vilares, Carlos Gmez-Rodrguez |
| 2019 | ACL | Sequence Labeling Parsing by Learning across Representations. | Michalina Strzyz, David Vilares, Carlos Gmez-Rodrguez |
| 2019 | CICLING | Speeding up Natural Language Parsing by Reusing Partial Results. | Michalina Strzyz, Carlos Gmez-Rodrguez |
| 2019 | EMNLP | Towards Making a Dependency Parser See. | Michalina Strzyz, David Vilares, Carlos Gmez-Rodrguez |
| 2019 | NAACL | Viable Dependency Parsing as Sequence Labeling. | Michalina Strzyz, David Vilares, Carlos Gmez-Rodrguez |