Value Drifts: Tracing Value Alignment During LLM Post-Training
Fuente:
arXiv
Saved in:
| Main Authors: | Bhatia, Mehar, Nayak, Shravan, Kamath, Gaurav, Mosbach, Marius, Stańczak, Karolina, Shwartz, Vered, Reddy, Siva |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Build the web for agents, not agents for the web
by: Lù, Xing Han, et al.
Published: (2025)
by: Lù, Xing Han, et al.
Published: (2025)
Societal Alignment Frameworks Can Improve LLM Alignment
by: Stańczak, Karolina, et al.
Published: (2025)
by: Stańczak, Karolina, et al.
Published: (2025)
DeepSeek-R1 Thoughtology: Let's think about LLM Reasoning
by: Marjanović, Sara Vera, et al.
Published: (2025)
by: Marjanović, Sara Vera, et al.
Published: (2025)
CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics
by: Nayak, Shravan, et al.
Published: (2025)
by: Nayak, Shravan, et al.
Published: (2025)
Not All Data Are Unlearned Equally
by: Krishnan, Aravind, et al.
Published: (2025)
by: Krishnan, Aravind, et al.
Published: (2025)
From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models
by: Bhatia, Mehar, et al.
Published: (2024)
by: Bhatia, Mehar, et al.
Published: (2024)
Quantifying Gender Biases Towards Politicians on Reddit
by: Marjanovic, Sara, et al.
Published: (2021)
by: Marjanovic, Sara, et al.
Published: (2021)
Is It Bad to Work All the Time? Cross-Cultural Evaluation of Social Norm Biases in GPT-4
by: Liu, Zhuozhuo Joy, et al.
Published: (2025)
by: Liu, Zhuozhuo Joy, et al.
Published: (2025)
Forecasting Downstream Performance of LLMs With Proxy Metrics
by: Patel, Arkil, et al.
Published: (2026)
by: Patel, Arkil, et al.
Published: (2026)
Benchmarking Vision Language Models for Cultural Understanding
by: Nayak, Shravan, et al.
Published: (2024)
by: Nayak, Shravan, et al.
Published: (2024)
Distributional Open-Ended Evaluation of LLM Cultural Value Alignment Based on Value Codebook
by: Lee, Jaehyeok, et al.
Published: (2026)
by: Lee, Jaehyeok, et al.
Published: (2026)
Growth First, Care Second? Tracing the Landscape of LLM Value Preferences in Everyday Dilemmas
by: Chen, Zhiyi, et al.
Published: (2026)
by: Chen, Zhiyi, et al.
Published: (2026)
From Descriptive to Prescriptive: Uncover the Social Value Alignment of LLM-based Agents
by: Qu, Jinxian, et al.
Published: (2026)
by: Qu, Jinxian, et al.
Published: (2026)
Language Models Largely Exhibit Human-like Constituent Ordering Preferences
by: Tur, Ada Defne, et al.
Published: (2025)
by: Tur, Ada Defne, et al.
Published: (2025)
LLM2Vec-Gen: Generative Embeddings from Large Language Models
by: BehnamGhader, Parishad, et al.
Published: (2026)
by: BehnamGhader, Parishad, et al.
Published: (2026)
A Multilingual Perspective on Probing Gender Bias
by: Stańczak, Karolina
Published: (2024)
by: Stańczak, Karolina
Published: (2024)
Understanding the Influence of Synthetic Data for Text Embedders
by: Springer, Jacob Mitchell, et al.
Published: (2025)
by: Springer, Jacob Mitchell, et al.
Published: (2025)
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
by: BehnamGhader, Parishad, et al.
Published: (2024)
by: BehnamGhader, Parishad, et al.
Published: (2024)
Scope Ambiguities in Large Language Models
by: Kamath, Gaurav, et al.
Published: (2024)
by: Kamath, Gaurav, et al.
Published: (2024)
Examining Identity Drift in Conversations of LLM Agents
by: Choi, Junhyuk, et al.
Published: (2024)
by: Choi, Junhyuk, et al.
Published: (2024)
LocalValueBench: A Collaboratively Built and Extensible Benchmark for Evaluating Localized Value Alignment and Ethical Safety in Large Language Models
by: Meadows, Gwenyth Isobel, et al.
Published: (2024)
by: Meadows, Gwenyth Isobel, et al.
Published: (2024)
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)
Beyond Single-Sentence Prompts: Upgrading Value Alignment Benchmarks with Dialogues and Stories
by: Zhang, Yazhou, et al.
Published: (2025)
by: Zhang, Yazhou, et al.
Published: (2025)
Revisiting LLM Value Probing Strategies: Are They Robust and Expressive?
by: Shen, Siqi, et al.
Published: (2025)
by: Shen, Siqi, et al.
Published: (2025)
The Staircase of Ethics: Probing LLM Value Priorities through Multi-Step Induction to Complex Moral Dilemmas
by: Wu, Ya, et al.
Published: (2025)
by: Wu, Ya, et al.
Published: (2025)
WorldValuesBench: A Large-Scale Benchmark Dataset for Multi-Cultural Value Awareness of Language Models
by: Zhao, Wenlong, et al.
Published: (2024)
by: Zhao, Wenlong, et al.
Published: (2024)
EigenBench: A Comparative Behavioral Measure of Value Alignment
by: Chang, Jonathn, et al.
Published: (2025)
by: Chang, Jonathn, et al.
Published: (2025)
Alignment Drift in Long-Term Human-LLM Interaction: A Mechanism-Oriented Framework
by: Yao, Xintong
Published: (2026)
by: Yao, Xintong
Published: (2026)
Culturally Grounded Personas in Large Language Models: Characterization and Alignment with Socio-Psychological Value Frameworks
by: Greco, Candida M., et al.
Published: (2026)
by: Greco, Candida M., et al.
Published: (2026)
LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs
by: Krojer, Benno, et al.
Published: (2026)
by: Krojer, Benno, et al.
Published: (2026)
BeliefShift: Benchmarking Temporal Belief Consistency and Opinion Drift in LLM Agents
by: Myakala, Praveen Kumar, et al.
Published: (2026)
by: Myakala, Praveen Kumar, et al.
Published: (2026)
Can Grammarly and ChatGPT accelerate language change? AI-powered technologies and their impact on the English language: wordiness vs. conciseness
by: Rudnicka, Karolina
Published: (2025)
by: Rudnicka, Karolina
Published: (2025)
The "negative end" of change in grammar: terminology, concepts and causes
by: Rudnicka, Karolina
Published: (2025)
by: Rudnicka, Karolina
Published: (2025)
"In order that" -- a data driven study of symptoms and causes of obsolescence
by: Rudnicka, Karolina
Published: (2025)
by: Rudnicka, Karolina
Published: (2025)
Deep Value Benchmark: Measuring Whether Models Generalize Deep Values or Shallow Preferences
by: Ashkinaze, Joshua, et al.
Published: (2025)
by: Ashkinaze, Joshua, et al.
Published: (2025)
Improving Cross-Cultural Survey Simulation with Calibrated Value Personas
by: Abels, Axel, et al.
Published: (2026)
by: Abels, Axel, et al.
Published: (2026)
Cultural Value Differences of LLMs: Prompt, Language, and Model Size
by: Zhong, Qishuai, et al.
Published: (2024)
by: Zhong, Qishuai, et al.
Published: (2024)
MoVa: Towards Generalizable Classification of Human Morals and Values
by: Chen, Ziyu, et al.
Published: (2025)
by: Chen, Ziyu, et al.
Published: (2025)
The Value of Nothing: Multimodal Extraction of Human Values Expressed by TikTok Influencers
by: Starovolsky-Shitrit, Alina, et al.
Published: (2025)
by: Starovolsky-Shitrit, Alina, et al.
Published: (2025)
An Evaluation of Cultural Value Alignment in LLM
by: Sukiennik, Nicholas, et al.
Published: (2025)
by: Sukiennik, Nicholas, et al.
Published: (2025)
Similar Items
-
Build the web for agents, not agents for the web
by: Lù, Xing Han, et al.
Published: (2025) -
Societal Alignment Frameworks Can Improve LLM Alignment
by: Stańczak, Karolina, et al.
Published: (2025) -
DeepSeek-R1 Thoughtology: Let's think about LLM Reasoning
by: Marjanović, Sara Vera, et al.
Published: (2025) -
CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics
by: Nayak, Shravan, et al.
Published: (2025) -
Not All Data Are Unlearned Equally
by: Krishnan, Aravind, et al.
Published: (2025)