Interpretability

Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks ICLR 2025 Interpretable Company Similarity with Sparse Autoencoders ACL 2025 Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models AAAI 2025 Interpretable Generative Models through Post-hoc Concept Bottlenecks CVPR 2025 Interpretable Image Classification via Non-parametric Part Prototype Learning CVPR 2025 Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization EMNLP 2025 Interpretable Models for Detecting Linguistic Variation in Russian Media: Towards Unveiling Propagandistic Strategies during the Russo-Ukrainian War NAACL 2025 Interpretable Neural Causal Models with TRAM-DAGs CLeaR 2025 Interpretable Solutions for Multi-Physics PDEs Using T-NNGP AAAI 2025 Interpretable Sparse Features for Probing Self-Supervised Speech Models IJCNLP 2025 Interpretable Text Embeddings and Text Similarity Explanation: A Survey EMNLP 2025 Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology ICLR 2025 Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model ICCV 2025 Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings ACL 2025 Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety EMNLP 2025 Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations ICLR 2025 Interpreting CLIP with Hierarchical Sparse Autoencoders ICML 2025 Interpreting Emergent Planning in Model-Free Reinforcement Learning ICLR 2025 Interpreting Language Models Through Concept Descriptions: A Survey EMNLP 2025 Interpreting Language Reward Models via Contrastive Explanations ICLR 2025 Interpreting Multi-Attribute Confounding through Numerical Attributes in Large Language Models IJCNLP 2025 Interpreting Object-level Foundation Models via Visual Precision Search CVPR 2025 Interpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract) IJCAI 2025 Interpreting the Effects of Quantization on LLMs IJCNLP 2025 Interpreting the Repeated Token Phenomenon in Large Language Models ICML 2025