Papers
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering
Jinhe Bi, Yujun Wang, Haokun Chen et al.
Steering off Course: Reliability Challenges in Steering Language Models
Patrick Queiroz Da Silva, Hari Sethuraman, Dheeraj Rajagopal et al.
SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering
Zouying Cao, Yifei Yang, Hai Zhao
On Effects of Steering Latent Representation for Large Language Model Unlearning
Huu-Tien Dang, Tin Pham, Hoang Thanh-Tung et al.
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models
Anirudh Sundar, Sinead Williamson, Katherine Metcalf et al.
Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering
Zifeng Cheng, Zhonghui Wang, Yuchen Fu et al.
Personalized Text Generation with Contrastive Activation Steering
Jinghao Zhang, Yuting Liu, Wenjie Wang et al.
Activation Steering Decoding: Mitigating Hallucination in Large Vision-Language Models through Bidirectional Hidden State Intervention
Jingran Su, Jingfan Chen, Hongxin Li et al.
SAKE: Steering Activations for Knowledge Editing
Marco Scialanga, Thibault Laugel, Vincent Grari et al.
Multi-Attribute Steering of Language Models via Targeted Intervention
Duy Nguyen, Archiki Prasad, Elias Stengel-Eskin et al.
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms
Mengru Wang, Ziwen Xu, Shengyu Mao et al.
Dialz: A Python Toolkit for Steering Vectors
Zara Siddique, Liam Turner, Luis Espinosa-Anke
Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications
Traian Rebedea, Leon Derczynski, Shaona Ghosh et al.
Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models
Hao Xiang, Bowen Yu, Hongyu Lin et al.
FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering
Yichen Li, Zhiting Fan, Ruizhe Chen et al.
Dynamic Steering With Episodic Memory For Large Language Models
Van Dai Do, Quan Hung Tran, Svetha Venkatesh et al.
EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance
Heejae Suh, Yejin Jeon, Deokhyung Kang et al.
CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models
Xintong Wang, Jingheng Pan, Liang Ding et al.
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure
Romain Puech, Jakub Macina, Julia Chatain et al.
GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering
Run Lin, Yao Liu, Yanglei Gan et al.
Steering Conversational Large Language Models for Long Emotional Support Conversations
Navid Madani, Rohini Srihari
Steering No-Regret Agents in MFGs under Model Uncertainty
Leo Widmer, Jiawei Huang, Niao He
Propulsion: Steering LLM with Tiny Fine-Tuning
Md Kowsher, Nusrat Jahan Prottasha, Prakash Bhat
Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreaks
Han Wang, Gang Wang, Huan Zhang
Automating Steering for Safe Multimodal Large Language Models
Lyucheng Wu, Mengru Wang, Ziwen Xu et al.