Anna Arias-Duart

18 papers B 1Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Exploring SAIG Methods for an Objective Evaluation of XAI.
CoRR
Miquel Miró-Nicolau, Gabriel Moyà-Alcover, Anna Arias-Duart
2026 J jnl
Language Models Can Explain Visual Features via Steering.
CoRR
Javier Ferrando, Enrique Lopez-Cuena, Pablo Agustin Martin-Torres, Daniel Hinjos, Anna Arias-Duart, Dario Garcia-Gasulla
2025 — conf
Automatic Evaluation of Healthcare LLMs Beyond Question-Answering.
NAACL (Short Papers)
Anna Arias-Duart, Pablo Agustin Martin-Torres, Daniel Hinjos, Pablo Bernabeu-Perez, Lucia Urcelay-Ganzabal, Marta Gonzalez-Mallo, Ashwin Kumar Gururajan, Enrique Lopez-Cuena, Sergio Álvarez-Napagao, Dario Garcia-Gasulla
2025 J jnl
Automatic Evaluation of Healthcare LLMs Beyond Question-Answering.
CoRR
Anna Arias-Duart, Pablo Agustin Martin-Torres, Daniel Hinjos, Pablo Bernabeu-Perez, Lucia Urcelay-Ganzabal, Marta Gonzalez-Mallo, Ashwin Kumar Gururajan, Enrique Lopez-Cuena, Sergio Álvarez-Napagao, Dario Garcia-Gasulla
2025 J jnl
Bias by Design? How Data Practices Shape Fairness in AI Healthcare Systems.
CoRR
Anna Arias-Duart, Maria Eugenia Cardello, Atia Cortés
2025 — conf
Efficient Safety Retrofitting Against Jailbreaking for LLMs.
SAFECOMP (Workshops)
Dario Garcia-Gasulla, Adrián Tormos, Anna Arias-Duart, Daniel Hinjos, Oscar Molina-Sedano, Ashwin Kumar Gurarajan, Maria Eugenia Cardello
2025 J jnl
Efficient Safety Retrofitting Against Jailbreaking for LLMs.
CoRR
Dario Garcia-Gasulla, Adrián Tormos, Anna Arias-Duart, Daniel Hinjos, Oscar Molina-Sedano, Ashwin Kumar Gururajan, Maria Eugenia Cardello
2025 J jnl
The Aloe Family Recipe for Open and Specialized Healthcare LLMs.
CoRR
Dario Garcia-Gasulla, Jordi Bayarri-Planas, Ashwin Kumar Gururajan, Enrique Lopez-Cuena, Adrián Tormos, Daniel Hinjos, Pablo Bernabeu-Perez, Anna Arias-Duart, Pablo Agustin Martin-Torres, Marta Gonzalez-Mallo, Sergio Álvarez-Napagao, Eduard Ayguadé Parra, Ulises Cortés
2024 J jnl
Aloe: A Family of Fine-tuned Open Healthcare LLMs.
CoRR
Ashwin Kumar Gururajan, Enrique Lopez-Cuena, Jordi Bayarri-Planas, Adrián Tormos, Daniel Hinjos, Pablo Bernabeu-Perez, Anna Arias-Duart, Pablo Agustin Martin-Torres, Lucia Urcelay-Ganzabal, Marta Gonzalez-Mallo, Sergio Álvarez-Napagao, Eduard Ayguadé Parra, Ulises Cortés, Dario Garcia-Gasulla
2024 — —
Assessing biases through mosaic attributions
Anna Arias-Duart
2024 J jnl
TextFocus: Assessing the Faithfulness of Feature Attribution Methods Explanations in Natural Language Processing.
IEEE Access
Ettore Mariotti, Anna Arias-Duart, Michele Cafagna, Albert Gatt, Dario Garcia-Gasulla, Jose Maria Alonso-Moral
2023 — conf
A Confusion Matrix for Evaluating Feature Attribution Methods.
CVPR Workshops
Anna Arias-Duart, Ettore Mariotti, Dario Garcia-Gasulla, Jose Maria Alonso-Moral
2023 — conf
A Confusion Matrix for Evaluating Feature Attribution Methods.
XAI4CV
Anna Arias-Duart, Ettore Mariotti, Dario Garcia-Gasulla, Jose Maria Alonso-Moral
2022 — conf
Focus and Bias: Will It Blend?
CCIA
Anna Arias-Duart, Ferran Parés, Víctor Giménez-Ábalos, Dario Garcia-Gasulla
2022 B conf
Focus! Rating XAI Methods and Finding Biases.
FUZZ-IEEE
Anna Arias-Duart, Ferran Parés, Dario Garcia-Gasulla, Victor Gimenez-Abalos
2022 J jnl
The MAMe dataset: on the relevance of high resolution and variable shape image properties.
Appl. Intell.
Ferran Parés, Anna Arias-Duart, Dario Garcia-Gasulla, Gema Campo-Francés, Nina Viladrich, Eduard Ayguadé, Jesús Labarta
2021 J jnl
Who Explains the Explanation? Quantitatively Assessing Feature Attribution Methods.
CoRR
Anna Arias-Duart, Ferran Parés, Dario Garcia-Gasulla
2020 J jnl
A Closer Look at Art Mediums: The MAMe Image Classification Dataset.
CoRR
Ferran Parés, Anna Arias-Duart, Dario Garcia-Gasulla, Gema Campo-Francés, Nina Viladrich, Eduard Ayguadé, Jesús Labarta