DVMap: Fine-Grained Pluralistic Value Alignment via High-Consensus Demographic-Value Mapping
Fuente:
arXiv
Saved in:
| Main Authors: | Zhu, Pengyun, Ren, Yuqi, Wang, Zhen, Yang, Lei, Xiong, Deyi |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
VISPA: Pluralistic Alignment via Automatic Value Selection and Activation
by: Zheng, Shenyan, et al.
Published: (2026)
by: Zheng, Shenyan, et al.
Published: (2026)
PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization
by: Jiang, Han, et al.
Published: (2025)
by: Jiang, Han, et al.
Published: (2025)
Relative Principals, Pluralistic Alignment, and the Structural Value Alignment Problem
by: LaCroix, Travis
Published: (2026)
by: LaCroix, Travis
Published: (2026)
Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
by: Guo, Hanze, et al.
Published: (2025)
by: Guo, Hanze, et al.
Published: (2025)
VALUEFLOW: Toward Pluralistic and Steerable Value-based Alignment in Large Language Models
by: Kim, Woojin, et al.
Published: (2026)
by: Kim, Woojin, et al.
Published: (2026)
Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties
by: Sorensen, Taylor, et al.
Published: (2023)
by: Sorensen, Taylor, et al.
Published: (2023)
Operationalizing Pluralistic Values in Large Language Model Alignment Reveals Trade-offs in Safety, Inclusivity, and Model Behavior
by: Ali, Dalia, et al.
Published: (2025)
by: Ali, Dalia, et al.
Published: (2025)
Do Large Language Models Mirror Cognitive Language Processing?
by: Ren, Yuqi, et al.
Published: (2024)
by: Ren, Yuqi, et al.
Published: (2024)
FineMath: A Fine-Grained Mathematical Evaluation Benchmark for Chinese Large Language Models
by: Liu, Yan, et al.
Published: (2024)
by: Liu, Yan, et al.
Published: (2024)
VC-Soup: Value-Consistency Guided Multi-Value Alignment for Large Language Models
by: Xu, Hefei, et al.
Published: (2026)
by: Xu, Hefei, et al.
Published: (2026)
Pluralistic Off-policy Evaluation and Alignment
by: Huang, Chengkai, et al.
Published: (2025)
by: Huang, Chengkai, et al.
Published: (2025)
Multi-Value Alignment for LLMs via Value Decorrelation and Extrapolation
by: Xu, Hefei, et al.
Published: (2025)
by: Xu, Hefei, et al.
Published: (2025)
Pairwise Calibrated Rewards for Pluralistic Alignment
by: Halpern, Daniel, et al.
Published: (2025)
by: Halpern, Daniel, et al.
Published: (2025)
VISA: Value Injection via Shielded Adaptation for Personalized LLM Alignment
by: Chen, Jiawei, et al.
Published: (2026)
by: Chen, Jiawei, et al.
Published: (2026)
Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives
by: Zeng, Wei, et al.
Published: (2025)
by: Zeng, Wei, et al.
Published: (2025)
Pluralistic Alignment Over Time
by: Klassen, Toryn Q., et al.
Published: (2024)
by: Klassen, Toryn Q., et al.
Published: (2024)
A Roadmap to Pluralistic Alignment
by: Sorensen, Taylor, et al.
Published: (2024)
by: Sorensen, Taylor, et al.
Published: (2024)
From Sycophantic Consensus to Pluralistic Repair: Why AI Alignment Must Surface Disagreement
by: Vishwarupe, Varad, et al.
Published: (2026)
by: Vishwarupe, Varad, et al.
Published: (2026)
The Pluralistic Moral Gap: Understanding Judgment and Value Differences between Humans and Large Language Models
by: Russo, Giuseppe, et al.
Published: (2025)
by: Russo, Giuseppe, et al.
Published: (2025)
Inference-Time Language Model Alignment via Integrated Value Guidance
by: Liu, Zhixuan, et al.
Published: (2024)
by: Liu, Zhixuan, et al.
Published: (2024)
Whose Truth? Pluralistic Geo-Alignment for (Agentic) AI
by: Janowicz, Krzysztof, et al.
Published: (2025)
by: Janowicz, Krzysztof, et al.
Published: (2025)
Steerable Pluralism: Pluralistic Alignment via Few-Shot Comparative Regression
by: Adams, Jadie, et al.
Published: (2025)
by: Adams, Jadie, et al.
Published: (2025)
CuMA: Aligning LLMs with Sparse Cultural Values via Demographic-Aware Mixture of Adapters
by: Sun, Ao, et al.
Published: (2026)
by: Sun, Ao, et al.
Published: (2026)
Value Alignment Tax: Measuring Value Trade-offs in LLM Alignment
by: Chen, Jiajun, et al.
Published: (2026)
by: Chen, Jiajun, et al.
Published: (2026)
Toward Stable Value Alignment: Introducing Independent Modules for Consistent Value Guidance
by: Chen, Wenhao, et al.
Published: (2026)
by: Chen, Wenhao, et al.
Published: (2026)
Don't Forget Your Reward Values: Language Model Alignment via Value-based Calibration
by: Mao, Xin, et al.
Published: (2024)
by: Mao, Xin, et al.
Published: (2024)
APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation
by: Zhu, Pengyun, et al.
Published: (2026)
by: Zhu, Pengyun, et al.
Published: (2026)
Simulating the Evolution of Alignment and Values in Machine Intelligence
by: Eicher, Jonathan Elsworth
Published: (2026)
by: Eicher, Jonathan Elsworth
Published: (2026)
Flames: Benchmarking Value Alignment of LLMs in Chinese
by: Huang, Kexin, et al.
Published: (2023)
by: Huang, Kexin, et al.
Published: (2023)
Deliberative Dynamics and Value Alignment in LLM Debates
by: Sachdeva, Pratik S., et al.
Published: (2025)
by: Sachdeva, Pratik S., et al.
Published: (2025)
Diverse Human Value Alignment for Large Language Models via Ethical Reasoning
by: Wang, Jiahao, et al.
Published: (2025)
by: Wang, Jiahao, et al.
Published: (2025)
Multi-objective Reinforcement Learning: A Tool for Pluralistic Alignment
by: Vamplew, Peter, et al.
Published: (2024)
by: Vamplew, Peter, et al.
Published: (2024)
Towards Cross-lingual Values Judgment: A Consensus-Pluralism Perspective
by: Chen, Yukun, et al.
Published: (2026)
by: Chen, Yukun, et al.
Published: (2026)
Benchmarking Multi-National Value Alignment for Large Language Models
by: Shi, Weijie, et al.
Published: (2025)
by: Shi, Weijie, et al.
Published: (2025)
MixDPO: Modeling Preference Strength for Pluralistic Alignment
by: Imai, Saki, et al.
Published: (2026)
by: Imai, Saki, et al.
Published: (2026)
An Evaluation of Cultural Value Alignment in LLM
by: Sukiennik, Nicholas, et al.
Published: (2025)
by: Sukiennik, Nicholas, et al.
Published: (2025)
Pluralistic Alignment for Healthcare: A Role-Driven Framework
by: Zhong, Jiayou, et al.
Published: (2025)
by: Zhong, Jiayou, et al.
Published: (2025)
On Decision-Valued Maps and Representational Dependence
by: Raitses, Gil
Published: (2026)
by: Raitses, Gil
Published: (2026)
Adaptive Alignment: Dynamic Preference Adjustments via Multi-Objective Reinforcement Learning for Pluralistic AI
by: Harland, Hadassah, et al.
Published: (2024)
by: Harland, Hadassah, et al.
Published: (2024)
The Goofus & Gallant Story Corpus for Practical Value Alignment
by: Nahian, Md Sultan Al, et al.
Published: (2025)
by: Nahian, Md Sultan Al, et al.
Published: (2025)
Similar Items
-
VISPA: Pluralistic Alignment via Automatic Value Selection and Activation
by: Zheng, Shenyan, et al.
Published: (2026) -
PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization
by: Jiang, Han, et al.
Published: (2025) -
Relative Principals, Pluralistic Alignment, and the Structural Value Alignment Problem
by: LaCroix, Travis
Published: (2026) -
Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
by: Guo, Hanze, et al.
Published: (2025) -
VALUEFLOW: Toward Pluralistic and Steerable Value-based Alignment in Large Language Models
by: Kim, Woojin, et al.
Published: (2026)