Precise Attribute Intensity Control in Large Language Models via Targeted Representation Editing
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Rongzhi, Ye, Liqin, Heng, Yuzhao, Chen, Xiang, Yu, Tong, Kong, Lingkai, Chava, Sudheer, Zhang, Chao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative Refinement
by: Ye, Liqin, et al.
Published: (2025)
by: Ye, Liqin, et al.
Published: (2025)
Evolutionary Task Discovery: Advancing Reasoning Frontiers via Skill Composition and Complexity Scaling
by: Ye, Liqin, et al.
Published: (2026)
by: Ye, Liqin, et al.
Published: (2026)
Beyond the Reported Cutoff: Where Large Language Models Fall Short on Financial Knowledge
by: Shah, Agam, et al.
Published: (2025)
by: Shah, Agam, et al.
Published: (2025)
ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models
by: Heng, Yuzhao, et al.
Published: (2024)
by: Heng, Yuzhao, et al.
Published: (2024)
TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance
by: Wang, Haorui, et al.
Published: (2024)
by: Wang, Haorui, et al.
Published: (2024)
Aligning Large Language Models with Representation Editing: A Control Perspective
by: Kong, Lingkai, et al.
Published: (2024)
by: Kong, Lingkai, et al.
Published: (2024)
Language Modeling for the Future of Finance: A Survey into Metrics, Tasks, and Data Opportunities
by: Tatarinov, Nikita, et al.
Published: (2025)
by: Tatarinov, Nikita, et al.
Published: (2025)
Finance Language Model Evaluation (FLaME)
by: Matlin, Glenn, et al.
Published: (2025)
by: Matlin, Glenn, et al.
Published: (2025)
Disentangling Knowledge Representations for Large Language Model Editing
by: Zhang, Mengqi, et al.
Published: (2025)
by: Zhang, Mengqi, et al.
Published: (2025)
CoCoHD: Congress Committee Hearing Dataset
by: Hiray, Arnav, et al.
Published: (2024)
by: Hiray, Arnav, et al.
Published: (2024)
How Inclusively do LMs Perceive Social and Moral Norms?
by: Galarnyk, Michael, et al.
Published: (2025)
by: Galarnyk, Michael, et al.
Published: (2025)
FiNER-ORD: Financial Named Entity Recognition Open Research Dataset
by: Shah, Agam, et al.
Published: (2023)
by: Shah, Agam, et al.
Published: (2023)
IPO-Mine: A Toolkit and Dataset for Section-Structured Analysis of Long, Multimodal IPO Documents
by: Galarnyk, Michael, et al.
Published: (2026)
by: Galarnyk, Michael, et al.
Published: (2026)
DPN-LE: Dual Personality Neuron Localization and Editing for Large Language Models
by: Zheng, Lifan, et al.
Published: (2026)
by: Zheng, Lifan, et al.
Published: (2026)
Financial Instruction Following Evaluation (FIFE)
by: Matlin, Glenn, et al.
Published: (2025)
by: Matlin, Glenn, et al.
Published: (2025)
Neuron-Level Sequential Editing for Large Language Models
by: Jiang, Houcheng, et al.
Published: (2024)
by: Jiang, Houcheng, et al.
Published: (2024)
Numerical Claim Detection in Finance: A New Financial Dataset, Weak-Supervision Model, and Market Analysis
by: Shah, Agam, et al.
Published: (2024)
by: Shah, Agam, et al.
Published: (2024)
Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications
by: Zeng, Yiming, et al.
Published: (2025)
by: Zeng, Yiming, et al.
Published: (2025)
Uncovering Overfitting in Large Language Model Editing
by: Zhang, Mengqi, et al.
Published: (2024)
by: Zhang, Mengqi, et al.
Published: (2024)
Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs
by: Qin, Yijian, et al.
Published: (2023)
by: Qin, Yijian, et al.
Published: (2023)
Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs
by: Zhou, Shang, et al.
Published: (2024)
by: Zhou, Shang, et al.
Published: (2024)
Detoxifying Large Language Models via Autoregressive Reward Guided Representation Editing
by: Xiao, Yisong, et al.
Published: (2025)
by: Xiao, Yisong, et al.
Published: (2025)
SAKE: Towards Editing Auditory Attribute Knowledge of Large Audio-Language Models
by: Yang, Chih-Kai, et al.
Published: (2025)
by: Yang, Chih-Kai, et al.
Published: (2025)
FinCap: Topic-Aligned Captions for Short-Form Financial YouTube Videos
by: Sukhani, Siddhant, et al.
Published: (2025)
by: Sukhani, Siddhant, et al.
Published: (2025)
Knowledge Graph Enhanced Large Language Model Editing
by: Zhang, Mengqi, et al.
Published: (2024)
by: Zhang, Mengqi, et al.
Published: (2024)
Instant Personalized Large Language Model Adaptation via Hypernetwork
by: Tan, Zhaoxuan, et al.
Published: (2025)
by: Tan, Zhaoxuan, et al.
Published: (2025)
Hierarchical Orthogonal Residual Spread for Precise Massive Editing in Large Language Models
by: Gu, Xiaojie, et al.
Published: (2026)
by: Gu, Xiaojie, et al.
Published: (2026)
Learning to Reduce: Optimal Representations of Structured Data in Prompting Large Language Models
by: Lee, Younghun, et al.
Published: (2024)
by: Lee, Younghun, et al.
Published: (2024)
Learning Multiplex Representations on Text-Attributed Graphs with One Language Model Encoder
by: Jin, Bowen, et al.
Published: (2023)
by: Jin, Bowen, et al.
Published: (2023)
Precision Knowledge Editing: Enhancing Safety in Large Language Models
by: Li, Xuying, et al.
Published: (2024)
by: Li, Xuying, et al.
Published: (2024)
Unsupervised Text Style Transfer for Controllable Intensity
by: Gu, Shuhuan, et al.
Published: (2026)
by: Gu, Shuhuan, et al.
Published: (2026)
EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries
by: Liu, Jiateng, et al.
Published: (2024)
by: Liu, Jiateng, et al.
Published: (2024)
Efficient Evaluation of Large Language Models via Collaborative Filtering
by: Zhong, Xu-Xiang, et al.
Published: (2025)
by: Zhong, Xu-Xiang, et al.
Published: (2025)
Massive Editing for Large Language Models via Meta Learning
by: Tan, Chenmien, et al.
Published: (2023)
by: Tan, Chenmien, et al.
Published: (2023)
Neighboring Perturbations of Knowledge Editing on Large Language Models
by: Ma, Jun-Yu, et al.
Published: (2024)
by: Ma, Jun-Yu, et al.
Published: (2024)
PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs
by: Zhang, Rongzhi, et al.
Published: (2024)
by: Zhang, Rongzhi, et al.
Published: (2024)
ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses
by: Galarnyk, Michael, et al.
Published: (2024)
by: Galarnyk, Michael, et al.
Published: (2024)
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
by: Xu, Derong, et al.
Published: (2024)
by: Xu, Derong, et al.
Published: (2024)
On the Robustness of Editing Large Language Models
by: Ma, Xinbei, et al.
Published: (2024)
by: Ma, Xinbei, et al.
Published: (2024)
PEFT-U: Parameter-Efficient Fine-Tuning for User Personalization
by: Clarke, Christopher, et al.
Published: (2024)
by: Clarke, Christopher, et al.
Published: (2024)
Similar Items
-
Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative Refinement
by: Ye, Liqin, et al.
Published: (2025) -
Evolutionary Task Discovery: Advancing Reasoning Frontiers via Skill Composition and Complexity Scaling
by: Ye, Liqin, et al.
Published: (2026) -
Beyond the Reported Cutoff: Where Large Language Models Fall Short on Financial Knowledge
by: Shah, Agam, et al.
Published: (2025) -
ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models
by: Heng, Yuzhao, et al.
Published: (2024) -
TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance
by: Wang, Haorui, et al.
Published: (2024)