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

DRGCoder: Explainable Clinical Coding for the Early Prediction of Diagnostic-Related Groups EMNLP 2023
ViT-CX: Causal Explanation of Vision Transformers IJCAI 2023
DCU at SemEval-2023 Task 10: A Comparative Analysis of Encoder-only and Decoder-only Language Models with Insights into Interpretability SEMEVAL 2023
Enhancing Grammatical Error Correction Systems with Explanations ACL 2023
What does a Text Classifier Learn about Morality? An Explainable Method for Cross-Domain Comparison of Moral Rhetoric ACL 2023
Augustine of Hippo at SemEval-2023 Task 4: An Explainable Knowledge Extraction Method to Identify Human Values in Arguments with SuperASKE ACL 2023
Which Explanation Makes Sense? A Critical Evaluation of Local Explanations for Assessing Cervical Cancer Risk MLHC 2023
Region-based Saliency Explanations on the Recognition of Facial Genetic Syndromes MLHC 2023
What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation ACL 2023
Unsupervised Selective Rationalization with Noise Injection ACL 2023
A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions ICML 2023
What You See is What You Classify: Black Box Attributions NIPS 2022
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings MIDL 2022
Inherently Explainable Reinforcement Learning in Natural Language NIPS 2022
Explainable Reinforcement Learning via Model Transforms NIPS 2022
Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations AISTATS 2022
On Quantifying Literals in Boolean Logic and its Applications to Explainable AI (Extended Abstract) IJCAI 2022
Contrastive Explanations of Text Classifiers as a Service NAACL 2022
Transparency, Detection and Imitation in Strategic Classification IJCAI 2022
Axiomatic Foundations of Explainability IJCAI 2022
On Preferred Abductive Explanations for Decision Trees and Random Forests IJCAI 2022
Relevance for Robust Bayesian Network MAP-Explanations PGM 2022
Visual Similarity Attention IJCAI 2022
Optimizing Binary Decision Diagrams with MaxSAT for Classification AAAI 2022
Algorithmic Concept-Based Explainable Reasoning AAAI 2022