--- title: "Aviral Kumar — papers of 2024 — 5 papers, the most cited first" description: "Aviral Kumar — papers of 2024: 5 papers on Elamur Research, the most cited first — what each work is about in our own words." canonical: "https://research.elamur.ai/free/en/authors/aviral-kumar/year/2024/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/aviral-kumar/year/2024/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Aviral Kumar](https://md.research.elamur.ai/free/en/authors/aviral-kumar/) / 2024 # Aviral Kumar — papers of 2024 — 5 papers, the most cited first 5 papers · [all years of Aviral Kumar](https://md.research.elamur.ai/free/en/authors/aviral-kumar/#years) - [Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters arXiv:2408.03314](https://md.research.elamur.ai/free/en/papers/snell-2024-scaling-llm-test-time-compute/) — Charlie Snell, Jaehoon Lee, Kelvin Xu, et al. · 2024 · 567 citations - [Training Language Models to Self-Correct via Reinforcement Learning arXiv:2409.12917](https://md.research.elamur.ai/free/en/papers/kumar-2024-training-language-models-self-correct/) — Aviral Kumar, Vincent Zhuang, Rishabh Agarwal, et al. · 2024 · 159 citations - [Generative Verifiers: Reward Modeling as Next-Token Prediction arXiv:2408.15240](https://md.research.elamur.ai/free/en/papers/zhang-2024-generative-verifiers-reward-modeling-as/) — Lunjun Zhang, Arian Hosseini, Hritik Bansal, et al. · 2024 · 152 citations - [Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning arXiv:2410.08146](https://md.research.elamur.ai/free/en/papers/setlur-2024-rewarding-progress-scaling-automated-process/) — Amrith Setlur, Chirag Nagpal, Adam Fisch, et al. · 2024 · 93 citations **[Recursive Introspection: Teaching Language Model Agents How to Self-Improve](https://md.research.elamur.ai/free/en/papers/qu-2024-recursive-introspection-teaching-language-model/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Yuxiao Qu, Tianjun Zhang, Naman Garg, et al.*2024 · 75 citations*