Michele Cafagna

According to our database, Michele Cafagna authored at least 15 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

TextFocus: Assessing the Faithfulness of Feature Attribution Methods Explanations in Natural Language Processing.

Ettore Mariotti, Anna Arias-Duart, Michele Cafagna, Albert Gatt, Dario Garcia-Gasulla, Jose Maria Alonso-Moral

IEEE Access, 2024

ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models.

Ilker Kesen, Andrea Pedrotti, Mustafa Dogan, Michele Cafagna, Emre Can Acikgoz, Letitia Parcalabescu, Iacer Calixto, Anette Frank, Albert Gatt, Aykut Erdem, Erkut Erdem

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Interpreting vision and language generative models with semantic visual priors.

Michele Cafagna, Lina Maria Rojas-Barahona, Kees van Deemter, Albert Gatt

Frontiers Artif. Intell., February, 2023

HL Dataset: Grounding High-Level Linguistic Concepts in Vision.

Michele Cafagna, Kees van Deemter, Albert Gatt

CoRR, 2023

HL Dataset: Visually-grounded Description of Scenes, Actions and Rationales.

Michele Cafagna, Kees van Deemter, Albert Gatt

Proceedings of the 16th International Natural Language Generation Conference, 2023

2022

Understanding Cross-modal Interactions in V&L Models that Generate Scene Descriptions.

Michele Cafagna, Kees van Deemter, Albert Gatt

CoRR, 2022

VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena.

Letitia Parcalabescu, Michele Cafagna, Lilitta Muradjan, Anette Frank, Iacer Calixto, Albert Gatt

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

What Vision-Language Models 'See' when they See Scenes.

Michele Cafagna, Kees van Deemter, Albert Gatt

CoRR, 2021

On the interaction of automatic evaluation and task framing in headline style transfer.

Lorenzo De Mattei, Michele Cafagna, Huiyuan Lai, Felice Dell'Orletta, Malvina Nissim, Albert Gatt

CoRR, 2021

2020

Invisible to People but not to Machines: Evaluation of Style-aware HeadlineGeneration in Absence of Reliable Human Judgment.

Lorenzo De Mattei, Michele Cafagna, Felice Dell'Orletta, Malvina Nissim

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Norm It! Lexical Normalization for Italian and Its Downstream Effects for Dependency Parsing.

Rob van der Goot, Alan Ramponi, Tommaso Caselli, Michele Cafagna, Lorenzo De Mattei

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

CHANGE-IT @ EVALITA 2020: Change Headlines, Adapt News, GEnerate (short paper).

Lorenzo De Mattei, Michele Cafagna, Felice Dell'Orletta, Malvina Nissim, Albert Gatt

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

GePpeTto Carves Italian into a Language Model.

Lorenzo De Mattei, Michele Cafagna, Felice Dell'Orletta, Malvina Nissim, Marco Guerini

Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

2019

Embeddings Shifts as Proxies for Different Word Use in Italian Newspapers.

Michele Cafagna, Lorenzo De Mattei, Malvina Nissim

Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Suitable Doesn't Mean Attractive. Human-Based Evaluation of Automatically Generated Headlines.

Michele Cafagna, Lorenzo De Mattei, Davide Bacciu, Malvina Nissim

Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019