Copertina

Steering off Course: Reliability Challenges in Steering Language Models

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Da Silva, Patrick Queiroz, Sethuraman, Hari, Rajagopal, Dheeraj, Hajishirzi, Hannaneh, Kumar, Sachin
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

ComPO: Community Preferences for Language Model Personalization
di: Kumar, Sachin, et al.
Pubblicazione: (2024)

APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference
di: Zhao, Bowen, et al.
Pubblicazione: (2024)

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models
di: Wang, Yike, et al.
Pubblicazione: (2025)

HREF: Human Response-Guided Evaluation of Instruction Following in Language Models
di: Lyu, Xinxi, et al.
Pubblicazione: (2024)

BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models
di: Cao, Qingqing, et al.
Pubblicazione: (2023)

Reliable Control-Point Selection for Steering Reasoning in Large Language Models
di: Zhuang, Haomin, et al.
Pubblicazione: (2026)

Reliable, Adaptable, and Attributable Language Models with Retrieval
di: Asai, Akari, et al.
Pubblicazione: (2024)

EvalTree: Profiling Language Model Weaknesses via Hierarchical Capability Trees
di: Zeng, Zhiyuan, et al.
Pubblicazione: (2025)

Set the Clock: Temporal Alignment of Pretrained Language Models
di: Zhao, Bowen, et al.
Pubblicazione: (2024)

Compositional Steering of Large Language Models with Steering Tokens
di: Radevski, Gorjan, et al.
Pubblicazione: (2026)

SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models
di: He, Zirui, et al.
Pubblicazione: (2025)

TurnWise: The Gap between Single- and Multi-turn Language Model Capabilities
di: Graf, Victoria, et al.
Pubblicazione: (2026)

Steering When Necessary: Flexible Steering Large Language Models with Backtracking
di: Cheng, Zifeng, et al.
Pubblicazione: (2025)

Improved Representation Steering for Language Models
di: Wu, Zhengxuan, et al.
Pubblicazione: (2025)

Psychological Steering of Large Language Models
di: Blas, Leonardo, et al.
Pubblicazione: (2026)

Self-Steering Language Models
di: Grand, Gabriel, et al.
Pubblicazione: (2025)

Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning
di: Kim, Joongwon, et al.
Pubblicazione: (2024)

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models
di: Yang, Jingyuan, et al.
Pubblicazione: (2025)

OLMES: A Standard for Language Model Evaluations
di: Gu, Yuling, et al.
Pubblicazione: (2024)

How Far Can We Extract Diverse Perspectives from Large Language Models?
di: Hayati, Shirley Anugrah, et al.
Pubblicazione: (2023)

Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens
di: Liu, Jiacheng, et al.
Pubblicazione: (2024)

Activation Steering for Masked Diffusion Language Models
di: Shnaidman, Adi, et al.
Pubblicazione: (2025)

The Cylindrical Representation Hypothesis for Language Model Steering
di: Gao, Lang, et al.
Pubblicazione: (2026)

Contextual Linear Activation Steering of Language Models
di: Hsu, Brandon, et al.
Pubblicazione: (2026)

ASTRO: Teaching Language Models to Reason by Reflecting and Backtracking In-Context
di: Kim, Joongwon, et al.
Pubblicazione: (2025)

SteerX: Disentangled Steering for LLM Personalization
di: Zhao, Xiaoyan, et al.
Pubblicazione: (2025)

On the Limitations of Steering in Language Model Alignment
di: Niranjan, Chebrolu, et al.
Pubblicazione: (2025)

Steering Language Models with Weight Arithmetic
di: Fierro, Constanza, et al.
Pubblicazione: (2025)

Steering Language Models With Activation Engineering
di: Turner, Alexander Matt, et al.
Pubblicazione: (2023)

Fine-grained Hallucination Detection and Editing for Language Models
di: Mishra, Abhika, et al.
Pubblicazione: (2024)

Towards Reliable Evaluation of Behavior Steering Interventions in LLMs
di: Pres, Itamar, et al.
Pubblicazione: (2024)

CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models
di: Wang, Xintong, et al.
Pubblicazione: (2024)

Prototype-Based Dynamic Steering for Large Language Models
di: Kayan, Ceyhun Efe, et al.
Pubblicazione: (2025)

Decomposing and Steering Functional Metacognition in Large Language Models
di: Li, Yanshi, et al.
Pubblicazione: (2026)

Style Vectors for Steering Generative Large Language Model
di: Konen, Kai, et al.
Pubblicazione: (2024)

Mechanistic Indicators of Steering Effectiveness in Large Language Models
di: Jafari, Mehdi, et al.
Pubblicazione: (2026)

Language Steering for Multilingual In-Context Learning
di: Kirtane, Neeraja, et al.
Pubblicazione: (2026)

Self-Improving Model Steering
di: Zhu, Rongyi, et al.
Pubblicazione: (2025)

Scalable Influence and Fact Tracing for Large Language Model Pretraining
di: Chang, Tyler A., et al.
Pubblicazione: (2024)

Evi-Steer: Learning to Steer Biomedical Vision-Language Models through Efficient and Generalizable Evidential Tuning
di: Koleilat, Taha, et al.
Pubblicazione: (2026)