conftrace_

representation engineering

20 papers

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Also known as

REPE

Co-occurring keywords

large language model (13587) adversarial attack (1621) activation steering (45) concept vector (7) model alignment (226) model interpretability (519) model safety (101) adversarial robustness (1341) representation learning (6206) circuit breaker (1)

Papers

Fine-Grained Interpretation of Political Opinions in Large Language Models AAAI 2026
Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering ACL 2026
Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness ACL 2026
Representation Bending for Large Language Model Safety ACL 2025
SHARP: Steering Hallucination in LVLMs via Representation Engineering EMNLP 2025
Unsupervised Concept Vector Extraction for Bias Control in LLMs EMNLP 2025
LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets AAAI 2025
Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective COLING 2025
Improving Large Language Model Safety with Contrastive Representation Learning EMNLP 2025
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering NAACL 2025
Can Role Vectors Affect LLM Behaviour? EMNLP 2025
Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering ACL 2025
Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions ACL 2025
Camouflage Anything: Learning to Hide using Controlled Out-painting and Representation Engineering CVPR 2025
Steering off Course: Reliability Challenges in Steering Language Models ACL 2025
Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control NIPS 2024
Improving Alignment and Robustness with Circuit Breakers NIPS 2024
Adversarial Representation Engineering: A General Model Editing Framework for Large Language Models NIPS 2024
Aligning Large Language Models with Human Preferences through Representation Engineering ACL 2024
ExpBERT: Representation Engineering with Natural Language Explanations ACL 2020