Interpretability

ECBD: Evidence-Centered Benchmark Design for NLP ACL 2024 ECLipsE: Efficient Compositional Lipschitz Constant Estimation for Deep Neural Networks NeurIPS 2024 EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection CVPR 2024 Editing Conceptual Knowledge for Large Language Models EMNLP 2024 Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models EMNLP 2024 Efficient and Interpretable Grammatical Error Correction with Mixture of Experts EMNLP 2024 Efficient Explainable Face Verification Based on Similarity Score Argument Backpropagation WACV 2024 Efficiently Computing Susceptibility to Context in Language Models EMNLP 2024 Efficient Overshadowed Entity Disambiguation by Mitigating Shortcut Learning EMNLP 2024 E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator CVPR 2024 EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time ICML 2024 ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice ACL 2024 Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection EMNLP 2024 EmbodiedBERT: Cognitively Informed Metaphor Detection Incorporating Sensorimotor Information EMNLP 2024 Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space NeurIPS 2024 Emergent Representations of Program Semantics in Language Models Trained on Programs ICML 2024 EMOTE: An Explainable Architecture for Modelling the Other through Empathy IJCAI 2024 Emotion Granularity from Text: An Aggregate-Level Indicator of Mental Health EMNLP 2024 Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness Explanations AAAI 2024 Empowering Oneida Language Revitalization: Development of an Oneida Verb Conjugator COLING 2024 Empowering Tree-structured Entailment Reasoning: Rhetorical Perception and LLM-driven Interpretability COLING 2024 Enabling Uncertainty Estimation in Iterative Neural Networks ICML 2024 Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective EMNLP 2024 End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations ICML 2024 End-to-End Verification for Subgraph Solving AAAI 2024