Interpretability

Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future ACL 2024 Navigating Hallucinations for Reasoning of Unintentional Activities EMNLP 2024 Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics NeurIPS 2024 NECO: NEural Collapse Based Out-of-distribution detection ICLR 2024 Needles in Needle Stacks: Meaningful Clinical Information Buried in Noisy Sensor Data MLHC 2024 NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning IJCAI 2024 NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms ACL 2024 NeSyFOLD: A Framework for Interpretable Image Classification AAAI 2024 Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean AISTATS 2024 Neural Concept Binder NeurIPS 2024 Neural Lineage CVPR 2024 Neural Model Checking NeurIPS 2024 Neural-Symbolic Recursive Machine for Systematic Generalization ICLR 2024 Neural Textured Deformable Meshes for Robust Analysis-by-Synthesis WACV 2024 Neuron-Level Knowledge Attribution in Large Language Models EMNLP 2024 Neurons in Large Language Models: Dead, N-gram, Positional ACL 2024 Neuro-Symbolic Integration for Reasoning and Learning on Knowledge Graphs AAAI 2024 Neuro-Vision to Language: Enhancing Brain Recording-based Visual Reconstruction and Language Interaction NeurIPS 2024 Neuro-Visualizer: A Novel Auto-Encoder-Based Loss Landscape Visualization Method With an Application in Knowledge-Guided Machine Learning ICML 2024 NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning CVPR 2024 No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language Models NAACL 2024 Non-Linear Inference Time Intervention: Improving LLM Truthfulness Interspeech 2024 Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery NeurIPS 2024 NootNoot At SemEval-2024 Task 6: Hallucinations and Related Observable Overgeneration Mistakes Detection SemEval 2024 Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation EMNLP 2024