Interpretability

GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural Networks ICLR 2023 Going beyond persistent homology using persistent homology NeurIPS 2023 Going Beyond Sentence Embeddings: A Token-Level Matching Algorithm for Calculating Semantic Textual Similarity ACL 2023 Good Explanations in Explainable Artificial Intelligence (XAI): Evidence from Human Explanatory Reasoning IJCAI 2023 GPEX, A Framework For Interpreting Artificial Neural Networks NeurIPS 2023 Gradient-Based Uncertainty Attribution for Explainable Bayesian Deep Learning CVPR 2023 GRAND-SLAMIN’ Interpretable Additive Modeling with Structural Constraints NeurIPS 2023 Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space CVPR 2023 Grounding Neural Inference with Satisfiability Modulo Theories NeurIPS 2023 Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? EMNLP 2023 Guiding Visual Question Answering With Attention Priors WACV 2023 HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models EMNLP 2023 HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning EMNLP 2023 Harnessing LLMs for Temporal Data - A Study on Explainable Financial Time Series Forecasting EMNLP 2023 HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation ICML 2023 Heatmap-Based Out-of-Distribution Detection WACV 2023 Heavy Sets with Applications to Interpretable Machine Learning Diagnostics AISTATS 2023 HG-SL: Jointly Learning of Global and Local User Spreading Behavior for Fake News Early Detection AAAI 2023 Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs ICML 2023 Hierarchical Randomized Smoothing NeurIPS 2023 Hierarchical Visual Categories Modeling: A Joint Representation Learning and Density Estimation Framework for Out-of-Distribution Detection ICCV 2023 Honeycomb: Secure and Efficient GPU Executions via Static Validation OSDI 2023 “Honey, Tell Me What’s Wrong”, Global Explanation of Textual Discriminative Models through Cooperative Generation EMNLP 2023 Hop, Union, Generate: Explainable Multi-hop Reasoning without Rationale Supervision EMNLP 2023 Householder Projector for Unsupervised Latent Semantics Discovery ICCV 2023