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value alignment

104 papers

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large language model (55) human value (11) ai safety (10) reinforcement learning (10) language model (9) responsible ai (8) reward function (7) ai alignment (6) inverse reinforcement learning (6) reinforcement learning from human feedback (5)

Papers

Do LLMs have Consistent Values? ICLR 2025 Encoding Values: Injecting Morality into Machines via Prompt-Conditioned Moral Frames NeurIPS 2025 Exploring Chain-of-Thought Reasoning for Steerable Pluralistic Alignment EMNLP 2025 Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models ACL 2025 High-Dimension Human Value Representation in Large Language Models NAACL 2025 HISTOIRESMORALES: A French Dataset for Assessing Moral Alignment NAACL 2025 Implicit Values Embedded in How Humans and LLMs Complete Subjective Everyday Tasks EMNLP 2025 Internal Value Alignment in Large Language Models through Controlled Value Vector Activation ACL 2025 Measuring Error Alignment for Decision-Making Systems AAAI 2025 Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models AAAI 2025 ME: Modelling Ethical Values for Value Alignment AAAI 2025 Mind the Value-Action Gap: Do LLMs Act in Alignment with Their Values? EMNLP 2025 MPTA: MultiTask Personalization Assessment EMNLP 2025 Neurons to Words: A Novel Method for Automated Neural Network Interpretability and Alignment AAAI 2025 Observation Interference in Partially Observable Assistance Games ICML 2025 One fish, two fish, but not the whole sea: Alignment reduces language models’ conceptual diversity NAACL 2025 Pluralistic Alignment for Healthcare: A Role-Driven Framework EMNLP 2025 PROTECT: Policy-Related Organizational Value Taxonomy for Ethical Compliance and Trust ACL 2025 Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing ICML 2025 Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? EMNLP 2025 SEAL: Systematic Error Analysis for Value ALignment AAAI 2025 SimVBG: Simulating Individual Values by Backstory Generation EMNLP 2025 Strong Preferences Affect the Robustness of Preference Models and Value Alignment ICLR 2025 Structured Moral Reasoning in Language Models: A Value-Grounded Evaluation Framework EMNLP 2025 The Staircase of Ethics: Probing LLM Value Priorities through Multi-Step Induction to Complex Moral Dilemmas EMNLP 2025