Probabilistic Concept-Aware Steering for Trustworthy LLM Inference | Paper Citation Record

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference 2026 , eprint=

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference 2026 , eprint=

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Neurocomputing , volume=

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Advances in Neural Information Processing Systems , volume=

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Llama 2: Open Foundation and Fine-Tuned Chat Models

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 12

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This paper cites Findings of the association for computational linguistics: ACL 2023 , pages=.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Findings of the association for computational linguistics: ACL 2023 , pages=

Reference 13

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Advances in Neural Information Processing Systems , volume=

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Advances in neural information processing systems , volume=

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This paper cites Extending Activation Steering to Broad Skills and Multiple Behaviours.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Extending Activation Steering to Broad Skills and Multiple Behaviours

Reference 23

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference The 2023 Conference on Empirical Methods in Natural Language Processing , year=

Reference 24

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference ICLR 2025 Workshop on Building Trust in Language Models and Applications , year=

Reference 25

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This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 27

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 28

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This paper cites In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering

Reference 30

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference , author=

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Advances in Neural Information Processing Systems , volume=

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Proceedings of the ACM on Web Conference 2025 , pages=

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This paper cites Extracting Latent Steering Vectors from Pretrained Language Models.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Extracting Latent Steering Vectors from Pretrained Language Models

Reference 38

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This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Representation Engineering: A Top-Down Approach to AI Transparency

Reference 39

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference The Foundations of Tokenization: Statistical and Computational Concerns

Reference 40

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference European conference on computer vision , pages=

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Discovering Language Model Behaviors with Model-Written Evaluations

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 47

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Neural computation , volume=

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Qwen Technical Report

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Advances in Neural Information Processing Systems , volume=

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Advances in Neural Information Processing Systems , volume=

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Advances in Neural Information Processing Systems , volume=

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Advances in neural information processing systems , volume=

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Reference 55

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Explicit Vulnerability Generation with LLMs: An Investigation Beyond Adversarial Attacks

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Current and Future Use of Large Language Models for Knowledge Work

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Personalized steering of large language models: Versatile steering vectors through bi-directional preference optimization

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Enhancing Fast Feed Forward Networks with Load Balancing and a Master Leaf Node

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Truth forest: Toward multi-scale truthfulness in large language models through intervention without tuning

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Steering off Course: Reliability Challenges in Steering Language Models

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference W2s-aligntree: Weak-to-strong inference-time alignment for large language models via monte carlo tree search, 2026

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Differentially Private Steering for Large Language Model Alignment

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Safeswitch: Steering unsafe llm behavior via internal activation signals

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Lora: Low-rank adaptation of large language models

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Toward efficient inference for mixture of experts

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Enhancing instruction following of llms via activation steering with dynamic rejection

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Adam: A Method for Stochastic Optimization

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Style Vectors for Steering Generative Large Language Model

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference a henb \

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Contextualization Distillation from Large Language Model for Knowledge Graph Completion

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Inference-time intervention: Eliciting truthful answers from a language model

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Understanding llms: A comprehensive overview from training to inference

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Steering Llama 2 via Contrastive Activation Addition

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference The Linear Representation Hypothesis and the Geometry of Large Language Models

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Discovering language model behaviors with model-written evaluations

Reference 78

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Steering Large Language Models using Conceptors: Improving Addition-Based Activation Engineering

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Towards Reliable Evaluation of Behavior Steering Interventions in LLMs

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Unresolved cited work

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Analysing the generalisation and reliability of steering vectors

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Steering Language Models With Activation Engineering

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective

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Observation d7d8b8d4-59f0-4794-ae80-29a3e396da7b · outbound

This paper cites Adaptive activation steering: A tuning-free llm truthfulness improvement method for diverse hallucinations categories.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Adaptive activation steering: A tuning-free llm truthfulness improvement method for diverse hallucinations categories

Reference 86

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Observation 7cfff8b2-677f-4636-b62d-f3f9780456c8 · outbound

This paper cites Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors

Reference 87

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Observation ebe1f3ff-4b8a-4ff8-88f2-ccdf43ded04b · outbound

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Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Controlmllm: Training-free visual prompt learning for multimodal large language models

Reference 88

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Observation 608fb2c6-208f-4036-b5af-45253a520b6a · outbound

This paper cites AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders

Reference 89

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Observation 12101ac5-445d-4b66-9e02-b331805b84b1 · outbound

This paper cites Improved Representation Steering for Language Models.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Improved Representation Steering for Language Models

Reference 90

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Observation 3289af1b-63f2-4110-8e6f-cbcc67b2cf18 · outbound

This paper cites Yifei, Lyle Ungar, and Jo \ a o Sedoc.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Yifei, Lyle Ungar, and Jo \ a o Sedoc

Reference 91

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Observation c94fd42e-c4f8-40e2-a799-372268179875 · outbound

This paper cites Adaptable logical control for large language models.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Adaptable logical control for large language models

Reference 92

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Observation 6ada1a97-1410-49bd-bc90-599f59b6c0f8 · outbound

This paper cites Gpt4roi: Instruction tuning large language model on region-of-interest.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Gpt4roi: Instruction tuning large language model on region-of-interest

Reference 93

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Observation a3b6951e-00db-42f4-ba82-794999956623 · outbound

This paper cites Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering

Reference 94

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