steering vector

Beyond Multiple Choice: Evaluating Steering Vectors for Summarization EACL 2026 Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? EACL 2026 Model Whisper: Steering Vectors Unlock Large Language Models’ Potential in Test-Time AAAI 2026 Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models CVPR 2026 PrivSV: Differentially Private Steering Vector for Large Language Models AAAI 2026 Query-Routed Activation Editing with Truth-hierarchical Preference Optimization AAAI 2026 REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control ACL 2026 Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs EACL 2026 Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models ACL 2026 Activation Space Interventions Can Be Transferred Between Large Language Models ICML 2025 Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts ACL 2025 Dialz: A Python Toolkit for Steering Vectors ACL 2025 DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing ICLR 2025 EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models EMNLP 2025 EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance ACL 2025 Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models EMNLP 2025 Improving LLM Reasoning through Interpretable Role-Playing Steering EMNLP 2025 Inspection and Control of Self-Generated-Text Recognition Ability in Llama3-8b-Instruct ICLR 2025 SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models EMNLP 2025 Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors ICLR 2025 Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreaks CVPR 2025 Steering LLM Reasoning Through Bias-Only Adaptation EMNLP 2025 Towards a Unified Paradigm of Concept Editing in Large Language Models EMNLP 2025 Understanding and Mitigating Overrefusal in LLMs from an Unveiling Perspective of Safety Decision Boundary EMNLP 2025 Unsupervised Concept Vector Extraction for Bias Control in LLMs EMNLP 2025