RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments Paper • 2511.07317 • Published Nov 10, 2025 • 16
DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research Paper • 2511.19399 • Published Nov 24, 2025 • 61
IssueBench: Millions of Realistic Prompts for Measuring Issue Bias in LLM Writing Assistance Paper • 2502.08395 • Published Feb 12, 2025
OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens Paper • 2504.07096 • Published Apr 9, 2025 • 77
Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning Paper • 2408.10075 • Published Aug 19, 2024
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published Jan 8, 2025 • 99
Confidence-Building Measures for Artificial Intelligence: Workshop Proceedings Paper • 2308.00862 • Published Aug 1, 2023
D2PO: Discriminator-Guided DPO with Response Evaluation Models Paper • 2405.01511 • Published May 2, 2024
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback Paper • 2406.09279 • Published Jun 13, 2024 • 3
WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs Paper • 2406.18495 • Published Jun 26, 2024 • 13
Towards a Framework for Openness in Foundation Models: Proceedings from the Columbia Convening on Openness in Artificial Intelligence Paper • 2405.15802 • Published May 17, 2024