Interpretability

Rethinking FID: Towards a Better Evaluation Metric for Image Generation CVPR 2024 Rethinking Robustness of Model Attributions AAAI 2024 Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox NeurIPS 2024 Retrieved In-Context Principles from Previous Mistakes EMNLP 2024 Retrieving Semantics for Fact-Checking: A Comparative Approach using CQ (Claim to Question) & AQ (Answer to Question) EMNLP 2024 Revealing Personality Traits: A New Benchmark Dataset for Explainable Personality Recognition on Dialogues EMNLP 2024 Reverse-Engineering the Reader EMNLP 2024 Revisiting Automated Evaluation for Long-form Table Question Answering EMNLP 2024 Reward Engineering for Generating Semi-structured Explanation EACL 2024 RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space NeurIPS 2024 RICE: Breaking Through the Training Bottlenecks of Reinforcement Learning with Explanation ICML 2024 Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering EMNLP 2024 Robust AI-Generated Text Detection by Restricted Embeddings EMNLP 2024 Robust Evaluation Measures for Evaluating Social Biases in Masked Language Models AAAI 2024 Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning AAAI 2024 Robust Stochastic Graph Generator for Counterfactual Explanations AAAI 2024 Robust Text Classification: Analyzing Prototype-Based Networks EMNLP 2024 Robust Uncertainty Quantification Using Conformalised Monte Carlo Prediction AAAI 2024 ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling IJCAI 2024 RORA: Robust Free-Text Rationale Evaluation ACL 2024 RPCANet: Deep Unfolding RPCA Based Infrared Small Target Detection WACV 2024 RTify: Aligning Deep Neural Networks with Human Behavioral Decisions NeurIPS 2024 RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization NAACL 2024 Russia and Ukraine through the Eyes of ParlaMint 4.0: A Collocational CADS Profile of Spanish and British Parliamentary Discourses COLING 2024 SafeAR: Safe Algorithmic Recourse by Risk-Aware Policies AAAI 2024