Interpretability

Improvement-Focused Causal Recourse (ICR) AAAI 2023 Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues CVPR 2023 Improving Grammar-based Sequence-to-Sequence Modeling with Decomposition and Constraints ACL 2023 Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations AAAI 2023 Improving Interpretability via Explicit Word Interaction Graph Layer AAAI 2023 Improving Language Models’ Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary EMNLP 2023 Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization CVPR 2023 Improving Syntactic Probing Correctness and Robustness with Control Tasks ACL 2023 Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations CVPR 2023 INCOGNITUS: A Toolbox for Automated Clinical Notes Anonymization EACL 2023 In-Context Impersonation Reveals Large Language Models' Strengths and Biases NeurIPS 2023 Incorporating Attribution Importance for Improving Faithfulness Metrics ACL 2023 Increasing Probability Mass on Answer Choices Does Not Always Improve Accuracy EMNLP 2023 Individualized Dosing Dynamics via Neural Eigen Decomposition NeurIPS 2023 Inference-Time Intervention: Eliciting Truthful Answers from a Language Model NeurIPS 2023 InfoMetIC: An Informative Metric for Reference-free Image Caption Evaluation ACL 2023 Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI NeurIPS 2023 Infusing Hierarchical Guidance into Prompt Tuning: A Parameter-Efficient Framework for Multi-level Implicit Discourse Relation Recognition ACL 2023 Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals MIDL 2023 Initialization Noise in Image Gradients and Saliency Maps CVPR 2023 Inseq: An Interpretability Toolkit for Sequence Generation Models ACL 2023 InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning EMNLP 2023 INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback EMNLP 2023 Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions NeurIPS 2023 Interactive Concept Bottleneck Models AAAI 2023