Fanny Jourdan
4 papers · 2023–2026 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(13)
🗺️
Taxonomy Completionist
(10)
❓
The Questioner
Conferences
ACL (4)
Top co-authors
Keywords
concept-based explanation
(3)
transformer model
(2)
interpretable machine learning
(1)
explainable ai
(1)
model interpretability
(1)
sensitivity analysis
(1)
machine learning
(1)
fairness metric
(1)
group fairness
(1)
non-negative matrix factorization
(1)
attribution method
(1)
gender bia
(1)
explanation evaluation
(1)
automated simulatability
(1)
explanation quality
(1)
concept space
(1)
large language model
(1)
occupation prediction
(1)
bias assessment
(1)
sentiment analysis
(1)
Papers
Interpreto: An Explainability Library for Transformers
ACL 2026
ConSim: Measuring Concept-Based Explanations’ Effectiveness with Automated Simulatability
ACL 2025
COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP
ACL 2023
Are fairness metric scores enough to assess discrimination biases in machine learning?
ACL 2023