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Papers
Diagnosing Conformal Prediction Failures Under Distribution Shift: A COVID-19 Case Study
UAI 2026
ILab-NLP at SemEval-2026 Task 9: Comparing XLM-RoBERTa and LLaMA-2 for Multilingual Polarization Detection
SemEval 2026
On the Computational Tractability of the (Many) Shapley Values
AISTATS 2025
An Explainable Approach to Understanding Gender Stereotype Text
ACL 2024
Decomposing Global Feature Effects Based on Feature Interactions
JMLR 2024
Explainable AI in Language Learning: Linking Empirical Evidence and Theoretical Concepts in Proficiency and Readability Modeling of Portuguese
NAACL 2024
Interpretable data-driven model predictive control of building energy systems using SHAP
L4DC 2024
K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs
ICML 2023
Detecting Word-Level Adversarial Text Attacks via SHapley Additive exPlanations
ACL 2022
SHAP-Based Explanation Methods: A Review for NLP Interpretability
COLING 2022
A Unified Approach to Interpreting Model Predictions
NeurIPS 2017