Yehonatan Elisha
8 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (4)
EMNLP (3)
ICCV (1)
Top co-authors
Keywords
feature attribution
(3)
recommender system
(2)
language model
(2)
path integration
(2)
model explanation
(1)
deep learning
(1)
matrix factorization
(1)
user-item embedding
(1)
explainable ai
(1)
variational autoencoder
(1)
saliency map
(1)
semantic preservation
(1)
sparse autoencoder
(1)
evaluation metric
(1)
overfitting detection
(1)
model interpretability
(1)
attention mechanism
(1)
token importance
(1)
performance degradation
(1)
benchmark evaluation
(1)
Papers
Fidelity-Aware Recommendation Explanations via Stochastic Path Integration
AAAI 2026
Extracting Interaction-Aware Monosemantic Concepts in Recommender Systems
AAAI 2026
Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations
AAAI 2026
Soft Local Completeness: Rethinking Completeness in XAI
ICCV 2025
Forget What You Know about LLMs Evaluations - LLMs are Like a Chameleon
EMNLP 2025
BEE: Metric-Adapted Explanations via Baseline Exploration-Exploitation
AAAI 2025
LLM Explainability via Attributive Masking Learning
EMNLP 2024
Improving LLM Attributions with Randomized Path-Integration
EMNLP 2024