Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization

Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kianté Brantley, Jack Hessel, R. Sifa +3 more
2/12/2026

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@article{ramamurthy2026reinforcement,
  title  = {Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization},
  author = {Rajkumar Ramamurthy and Prithviraj Ammanabrolu and Kianté Brantley and Jack Hessel and R. Sifa and Christian Bauckhage and Hannaneh Hajishirzi and Yejin Choi},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:aa46002c3c36a4b474da65793d57efe4a57d2116},
  journal = {ICLR 2023 2023}
}

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