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• Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization
  2022 · 54 citations
• Quark: Controllable Text Generation with Reinforced Unlearning
  2022 · 45 citations
• Generating Sequences by Learning to Self-Correct
  2022 · 30 citations
• The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
  2023 · 10 citations
• Do Membership Inference Attacks Work on Large Language Models?
  2024 · 10 citations
• Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
  2023 · 9 citations
• Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging
  2023 · 6 citations
• RewardBench: Evaluating Reward Models for Language Modeling
  2024 · 5 citations
• WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild
  2024 · 4 citations
• From Supervision to Exploration: What Does Protein Language Model Learn During Reinforcement Learning?