Interpretability

LLMs to the Rescue: Explaining DSA Statements of Reason with Platform’s Terms of Services EMNLP 2024 LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models ACL 2024 Local Contrastive Editing of Gender Stereotypes EMNLP 2024 Local Feature Selection without Label or Feature Leakage for Interpretable Machine Learning Predictions ICML 2024 Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner NeurIPS 2024 Localizing and Editing Knowledge In Text-to-Image Generative Models ICLR 2024 Local vs. Global Interpretability: A Computational Complexity Perspective ICML 2024 Locating and Extracting Relational Concepts in Large Language Models ACL 2024 Logical Languages Accepted by Transformer Encoders with Hard Attention ICLR 2024 LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models EMNLP 2024 LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation NeurIPS 2024 LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints ICLR 2024 Logic Rules as Explanations for Legal Case Retrieval COLING 2024 Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps EMNLP 2024 Looping in the Human: Collaborative and Explainable Bayesian Optimization AISTATS 2024 Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers NAACL 2024 Lost in Translation? Translation Errors and Challenges for Fair Assessment of Text-to-Image Models on Multilingual Concepts NAACL 2024 Low-Cost High-Power Membership Inference Attacks ICML 2024 LR-XFL: Logical Reasoning-Based Explainable Federated Learning AAAI 2024 LTRC-IIITH at EHRSQL 2024: Enhancing Reliability of Text-to-SQL Systems through Abstention and Confidence Thresholding NAACL 2024 M3D: MultiModal MultiDocument Fine-Grained Inconsistency Detection EMNLP 2024 Machine-Generated Text Localization ACL 2024 Making Natural Language Reasoning Explainable and Faithful AAAI 2024 Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning EMNLP 2024 MambaLRP: Explaining Selective State Space Sequence Models NeurIPS 2024