conftrace_

explainable ai

480 papers

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Co-occurring keywords

feature attribution (280) explainable artificial intelligence (130) large language model (13587) model interpretability (519) text classification (6793) counterfactual explanation (139) neural network (6616) shapley value (206) graph neural network (3962) saliency map (125)

Papers

Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning NIPS 2023
Shapley Based Residual Decomposition for Instance Analysis ICML 2023
Explaining the Uncertainty in AI-Assisted Decision Making AAAI 2023
Analyzing Vision Transformers for Image Classification in Class Embedding Space NIPS 2023
Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap AAAI 2023
PWSHAP: A Path-Wise Explanation Model for Targeted Variables ICML 2023
Unfooling Perturbation-Based Post Hoc Explainers AAAI 2023
“Are Your Explanations Reliable?” Investigating the Stability of LIME in Explaining Text Classifiers by Marrying XAI and Adversarial Attack EMNLP 2023
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction SEMEVAL 2023
Learning Bottleneck Concepts in Image Classification CVPR 2023
Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond JMLR 2023
SAFARI: Versatile and Efficient Evaluations for Robustness of Interpretability ICCV 2023
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style CVPR 2023
Eliminating the Impossible, Whatever Remains Must Be True: On Extracting and Applying Background Knowledge in the Context of Formal Explanations AAAI 2023
PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability AAAI 2023
Explain Any Concept: Segment Anything Meets Concept-Based Explanation NIPS 2023
Towards Self-Interpretable Graph-Level Anomaly Detection NIPS 2023
InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning EMNLP 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models EMNLP 2023
Towards Conceptualization of “Fair Explanation”: Disparate Impacts of anti-Asian Hate Speech Explanations on Content Moderators EMNLP 2023
Lexicools at SemEval-2023 Task 10: Sexism Lexicon Construction via XAI SEMEVAL 2023
OCTET: Object-Aware Counterfactual Explanations CVPR 2023
Exploring Social Sciences Archives with Explainable Document Linkage through Question Generation EACL 2023
Complex-valued neural networks for voice anti-spoofing INTERSPEECH 2023
Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training ACL 2023