Self-Alignment: Improving Alignment of Cultural Values in LLMs via In-Context Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Choenni, Rochelle, Shutova, Ekaterina |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Echoes of Multilinguality: Tracing Cultural Value Shifts during LM Fine-tuning
by: Choenni, Rochelle, et al.
Published: (2024)
by: Choenni, Rochelle, et al.
Published: (2024)
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning
by: Choenni, Rochelle, et al.
Published: (2023)
by: Choenni, Rochelle, et al.
Published: (2023)
Metaphor Understanding Challenge Dataset for LLMs
by: Tong, Xiaoyu, et al.
Published: (2024)
by: Tong, Xiaoyu, et al.
Published: (2024)
On the Evaluation Practices in Multilingual NLP: Can Machine Translation Offer an Alternative to Human Translations?
by: Choenni, Rochelle, et al.
Published: (2024)
by: Choenni, Rochelle, et al.
Published: (2024)
Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning
by: Rajaee, Sara, et al.
Published: (2025)
by: Rajaee, Sara, et al.
Published: (2025)
M-Wanda: Improving One-Shot Pruning for Multilingual LLMs
by: Choenni, Rochelle, et al.
Published: (2025)
by: Choenni, Rochelle, et al.
Published: (2025)
Beyond Words: Exploring Cultural Value Sensitivity in Multimodal Models
by: Yadav, Srishti, et al.
Published: (2025)
by: Yadav, Srishti, et al.
Published: (2025)
Finding Culture-Sensitive Neurons in Vision-Language Models
by: Zhao, Xiutian, et al.
Published: (2025)
by: Zhao, Xiutian, et al.
Published: (2025)
Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning
by: Crosbie, Joy, et al.
Published: (2024)
by: Crosbie, Joy, et al.
Published: (2024)
Local Contrastive Editing of Gender Stereotypes
by: Lutz, Marlene, et al.
Published: (2024)
by: Lutz, Marlene, et al.
Published: (2024)
Are LLMs classical or nonmonotonic reasoners? Lessons from generics
by: Leidinger, Alina, et al.
Published: (2024)
by: Leidinger, Alina, 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)
A framework for annotating and modelling intentions behind metaphor use
by: Michelli, Gianluca, et al.
Published: (2024)
by: Michelli, Gianluca, et al.
Published: (2024)
Density Matrices for Metaphor Understanding
by: Owers, Jay, et al.
Published: (2024)
by: Owers, Jay, et al.
Published: (2024)
Learning New Tasks from a Few Examples with Soft-Label Prototypes
by: Singh, Avyav Kumar, et al.
Published: (2022)
by: Singh, Avyav Kumar, et al.
Published: (2022)
Yesterday's News: Benchmarking Multi-Dimensional Out-of-Distribution Generalization of Misinformation Detection Models
by: Verhoeven, Ivo, et al.
Published: (2024)
by: Verhoeven, Ivo, et al.
Published: (2024)
I Am Aligned, But With Whom? MENA Values Benchmark for Evaluating Cultural Alignment and Multilingual Bias in LLMs
by: Zahraei, Pardis Sadat, et al.
Published: (2025)
by: Zahraei, Pardis Sadat, et al.
Published: (2025)
Survey-to-Behavior: Downstream Alignment of Human Values in LLMs via Survey Questions
by: Nie, Shangrui, et al.
Published: (2025)
by: Nie, Shangrui, et al.
Published: (2025)
Flames: Benchmarking Value Alignment of LLMs in Chinese
by: Huang, Kexin, et al.
Published: (2023)
by: Huang, Kexin, et al.
Published: (2023)
Improving the Distributional Alignment of LLMs using Supervision
by: Kambhatla, Gauri, et al.
Published: (2025)
by: Kambhatla, Gauri, et al.
Published: (2025)
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation
by: Zhang, Xiaoying, et al.
Published: (2024)
by: Zhang, Xiaoying, et al.
Published: (2024)
Learning to Negotiate: Multi-Agent Deliberation for Collective Value Alignment in LLMs
by: Anantaprayoon, Panatchakorn, et al.
Published: (2026)
by: Anantaprayoon, Panatchakorn, et al.
Published: (2026)
Self-Pluralising Culture Alignment for Large Language Models
by: Xu, Shaoyang, et al.
Published: (2024)
by: Xu, Shaoyang, et al.
Published: (2024)
Assessing Socio-Cultural Alignment and Technical Safety of Sovereign LLMs
by: Chae, Kyubyung, et al.
Published: (2025)
by: Chae, Kyubyung, et al.
Published: (2025)
To Generate or Discriminate? Methodological Considerations for Measuring Cultural Alignment in LLMs
by: Pandey, Saurabh Kumar, et al.
Published: (2026)
by: Pandey, Saurabh Kumar, et al.
Published: (2026)
Speak in Context: Multilingual ASR with Speech Context Alignment via Contrastive Learning
by: Zhang, Yuchen, et al.
Published: (2026)
by: Zhang, Yuchen, et al.
Published: (2026)
Mind the Value-Action Gap: Do LLMs Act in Alignment with Their Values?
by: Shen, Hua, et al.
Published: (2025)
by: Shen, Hua, et al.
Published: (2025)
Contextual Moral Value Alignment Through Context-Based Aggregation
by: Dognin, Pierre, et al.
Published: (2024)
by: Dognin, Pierre, et al.
Published: (2024)
Step-On-Feet Tuning: Scaling Self-Alignment of LLMs via Bootstrapping
by: Wang, Haoyu, et al.
Published: (2024)
by: Wang, Haoyu, et al.
Published: (2024)
Context Misleads LLMs: The Role of Context Filtering in Maintaining Safe Alignment of LLMs
by: Kim, Jinhwa, et al.
Published: (2025)
by: Kim, Jinhwa, et al.
Published: (2025)
Cultural Palette: Pluralising Culture Alignment via Multi-agent Palette
by: Yuan, Jiahao, et al.
Published: (2024)
by: Yuan, Jiahao, et al.
Published: (2024)
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
by: Zheng, Jingnan, et al.
Published: (2024)
by: Zheng, Jingnan, et al.
Published: (2024)
Can LLMs Express Personality Across Cultures? Introducing CulturalPersonas for Evaluating Trait Alignment
by: Dey, Priyanka, et al.
Published: (2025)
by: Dey, Priyanka, et al.
Published: (2025)
Improving Alignment in LVLMs with Debiased Self-Judgment
by: Yang, Sihan, et al.
Published: (2025)
by: Yang, Sihan, et al.
Published: (2025)
Long-Short Alignment for Effective Long-Context Modeling in LLMs
by: Du, Tianqi, et al.
Published: (2025)
by: Du, Tianqi, et al.
Published: (2025)
Alignment at Pre-training! Towards Native Alignment for Arabic LLMs
by: Liang, Juhao, et al.
Published: (2024)
by: Liang, Juhao, et al.
Published: (2024)
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning
by: Seo, Wonduk, et al.
Published: (2025)
by: Seo, Wonduk, et al.
Published: (2025)
PluralLLM: Pluralistic Alignment in LLMs via Federated Learning
by: Srewa, Mahmoud, et al.
Published: (2025)
by: Srewa, Mahmoud, et al.
Published: (2025)
Evaluating and Improving Cultural Awareness of Reward Models for LLM Alignment
by: Zhang, Hongbin, et al.
Published: (2025)
by: Zhang, Hongbin, et al.
Published: (2025)
CURE: Cultural Understanding and Reasoning Evaluation - A Framework for "Thick" Culture Alignment Evaluation in LLMs
by: Vo, Truong, et al.
Published: (2025)
by: Vo, Truong, et al.
Published: (2025)
Similar Items
-
The Echoes of Multilinguality: Tracing Cultural Value Shifts during LM Fine-tuning
by: Choenni, Rochelle, et al.
Published: (2024) -
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning
by: Choenni, Rochelle, et al.
Published: (2023) -
Metaphor Understanding Challenge Dataset for LLMs
by: Tong, Xiaoyu, et al.
Published: (2024) -
On the Evaluation Practices in Multilingual NLP: Can Machine Translation Offer an Alternative to Human Translations?
by: Choenni, Rochelle, et al.
Published: (2024) -
Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning
by: Rajaee, Sara, et al.
Published: (2025)