Interpretability

Neural Basis Models for Interpretability NeurIPS 2022 Neural-Guided Program Synthesis of Information Extraction Rules Using Self-Supervision COLING 2022 Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification EMNLP 2022 Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs EMNLP 2022 Neural Topological Ordering for Computation Graphs NeurIPS 2022 Neuron Dependency Graphs: A Causal Abstraction of Neural Networks ICML 2022 Neuro-Symbolic Hierarchical Rule Induction ICML 2022 Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks AAAI 2022 Nibbling at the Hard Core of Word Sense Disambiguation ACL 2022 Nice Perfume. How Long Did You Marinate in It? Multimodal Sarcasm Explanation AAAI 2022 NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning ICLR 2022 Noise Attention Learning: Enhancing Noise Robustness by Gradient Scaling NeurIPS 2022 NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights AAAI 2022 Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization COLING 2022 Non-Local Attention Improves Description Generation for Retinal Images WACV 2022 Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning NeurIPS 2022 Nonparametric Uncertainty Quantification for Single Deterministic Neural Network NeurIPS 2022 Non-Semantic Evaluation of Image Forensics Tools: Methodology and Database WACV 2022 Normalizing Flows for Knockoff-free Controlled Feature Selection NeurIPS 2022 Not a Number: Identifying Instance Features for Capability-Oriented Evaluation IJCAI 2022 OccAM's Laser: Occlusion-Based Attribution Maps for 3D Object Detectors on LiDAR Data CVPR 2022 Occlusion-Robust Face Alignment Using a Viewpoint-Invariant Hierarchical Network Architecture CVPR 2022 OK Boomer: Probing the socio-demographic Divide in Echo Chambers NAACL 2022 On Causally Disentangled Representations AAAI 2022 On Computing Probabilistic Explanations for Decision Trees NeurIPS 2022