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scalable oversight

10 papers

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large language model (5) ai alignment (4) model evaluation (3) weak-to-strong generalization (2) multi-agent debate (2) ai safety (2) goal-conditioned policy (1) value alignment (1) evaluation benchmark (1) goal-conditioned rl (1)

Papers

Confirmation Bias: A Challenge for Scalable Oversight AAAI 2026 FindTheFlaws: Annotated Errors for Detecting Flawed Reasoning and Scalable Oversight Research AAAI 2026 Arbiters of Ambivalence: Challenges of using LLMs in No-Consensus tasks ACL 2025 Debate Helps Weak-to-Strong Generalization AAAI 2025 Debating for Better Reasoning in Vision-Language Models EMNLP 2025 Assessing Large Language Models on Climate Information ICML 2024 A theoretical case-study of Scalable Oversight in Hierarchical Reinforcement Learning NeurIPS 2024 CriticEval: Evaluating Large-scale Language Model as Critic NeurIPS 2024 On scalable oversight with weak LLMs judging strong LLMs NeurIPS 2024 On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models IJCAI 2024