value alignment

Towards a Theory of AI Personhood AAAI 2025 Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement ACL 2025 Understanding How Value Neurons Shape the Generation of Specified Values in LLMs EMNLP 2025 Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights ACL 2025 ValueCompass: A Framework for Measuring Contextual Value Alignment Between Human and LLMs EMNLP 2025 Value Portrait: Assessing Language Models’ Values through Psychometrically and Ecologically Valid Items ACL 2025 VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare ACL 2025 What’s the most important value? INVP: INvestigating the Value Priorities of LLMs through Decision-making in Social Scenarios COLING 2025 ComVas: Contextual Moral Values Alignment System IJCAI 2024 DENEVIL: TOWARDS DECIPHERING AND NAVIGATING THE ETHICAL VALUES OF LARGE LANGUAGE MODELS VIA INSTRUCTION LEARNING ICLR 2024 Ethical Reasoning and Moral Value Alignment of LLMs Depend on the Language We Prompt Them in COLING 2024 Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? EMNLP 2024 Flames: Benchmarking Value Alignment of LLMs in Chinese NAACL 2024 Goal Alignment: Re-analyzing Value Alignment Problems Using Human-Aware AI AAAI 2024 How Gender Interacts with Political Values: A Case Study on Czech BERT Models COLING 2024 Learning Human-like Representations to Enable Learning Human Values NeurIPS 2024 LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models EMNLP 2024 Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration EMNLP 2024 One Shot Inverse Reinforcement Learning for Stochastic Linear Bandits UAI 2024 On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models IJCAI 2024 Policy Aggregation NeurIPS 2024 Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models ACL 2024 Position: Foundation Agents as the Paradigm Shift for Decision Making ICML 2024 ProgressGym: Alignment with a Millennium of Moral Progress NeurIPS 2024 SoFA: Shielded On-the-fly Alignment via Priority Rule Following ACL 2024