Marie-jeanne Lesot
6 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(4)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Mathematics & Optimization
(1)
Applications
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
counterfactual explanation
(2)
text classification
(2)
prompt engineering
(1)
feature importance
(1)
llm evaluation
(1)
feature attribution
(1)
model interpretability
(1)
gradient computation
(1)
case-based reasoning
(1)
energy-based model
(1)
model explanation
(1)
concept bottleneck model
(1)
post-hoc explanation
(1)
prompt variation
(1)
similarity measure
(1)
case base compression
(1)
competence analysis
(1)
inference time reduction
(1)
token modification
(1)
multiple-choice question
(1)
Papers
EnergyCompress: A General Case Base Learning Strategy
IJCAI 2025
Metric assessment protocol in the context of answer fluctuation on MCQ tasks
ACL 2025
Towards Achieving Concept Completeness for Textual Concept Bottleneck Models
EMNLP 2025
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations
EMNLP 2024
Enhancing textual counterfactual explanation intelligibility through Counterfactual Feature Importance
ACL 2023
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations
IJCAI 2019