Interpretability

Large Language Models with Reinforcement Learning from Human Feedback Approach for Enhancing Explainable Sexism Detection COLING 2025 Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction EMNLP 2025 Large Multi-modal Models Can Interpret Features in Large Multi-modal Models ICCV 2025 Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability EMNLP 2025 Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution COLING 2025 LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models ACL 2025 LATTE: Learning to Think with Vision Specialists EMNLP 2025 Learnable Fractional Reaction-Diffusion Dynamics for Under-Display ToF Imaging and Beyond ICCV 2025 Learning About Algorithm Auditing in Five Steps: Scaffolding How High School Youth Can Systematically and Critically Evaluate Machine Learning Applications AAAI 2025 Learning Accurate and Interpretable Decision Trees (Extended Abstract) IJCAI 2025 Learning Causal Alignment for Reliable Disease Diagnosis ICLR 2025 Learning Counterfactually Decoupled Attention for Open-World Model Attribution ICCV 2025 Learning Dynamics of LLM Finetuning ICLR 2025 Learning from Hallucinations: Mitigating Hallucinations in LLMs via Internal Representation Intervention IJCNLP 2025 Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies IJCNLP 2025 Learning Geometric Reasoning Networks For Robot Task And Motion Planning ICLR 2025 Learning Interpretable Features from Interventions RSS 2025 Learning Interpretable Queries for Explainable Image Classification with Information Pursuit ICCV 2025 Learning LLM-as-a-Judge for Preference Alignment ICLR 2025 Learning Logic Specifications for Policy Guidance in POMDPs: an Inductive Logic Programming Approach AAAI 2025 Learning Multi-Level Features with Matryoshka Sparse Autoencoders ICML 2025 Learning Soft Sparse Shapes for Efficient Time-Series Classification ICML 2025 Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework ACL 2025 Learning to Explain: Towards Human-Aligned Explainability in Deep Reinforcement Learning via Attention Guidance IJCAI 2025 Learning to Route LLMs with Confidence Tokens ICML 2025