sparse autoencoder

PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders EMNLP 2025 Residual Stream Analysis with Multi-Layer SAEs ICLR 2025 Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words ICLR 2025 Route Sparse Autoencoder to Interpret Large Language Models EMNLP 2025 SAEBench: A Comprehensive Benchmark for Sparse Autoencoders in Language Model Interpretability ICML 2025 SAEs Are Good for Steering – If You Select the Right Features EMNLP 2025 SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models EMNLP 2025 SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders ICML 2025 SAE-V: Interpreting Multimodal Models for Enhanced Alignment ICML 2025 SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs EMNLP 2025 SAUCE: Selective Concept Unlearning in Vision-Language Models with Sparse Autoencoders ICCV 2025 Scaling and evaluating sparse autoencoders ICLR 2025 Scaling Sparse Feature Circuits For Studying In-Context Learning ICML 2025 SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders EMNLP 2025 Sparse Autoencoder Features for Classifications and Transferability EMNLP 2025 Sparse Autoencoders Do Not Find Canonical Units of Analysis ICLR 2025 Sparse Autoencoders for Hypothesis Generation ICML 2025 Sparse autoencoders reveal selective remapping of visual concepts during adaptation ICLR 2025 Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models ICLR 2025 Sparse Latents Steer Retrieval-Augmented Generation ACL 2025 Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering NAACL 2025 Steering LVLMs via Sparse Autoencoder for Hallucination Mitigation EMNLP 2025 TenseLoC: Tense Localization and Control in a Multilingual LLM EMNLP 2025 The Knowledge Microscope: Features as Better Analytical Lenses than Neurons ACL 2025 TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research EMNLP 2025