Fetching the paper…
Reading the bibliography…
Currently OpenAI o1 sparks a surge of interest in the study of large reasoning models (LRM).
Mastering the game of go without human knowledge
D. Silver, J. Schrittwieser, K. Simonyan, I. Antonoglou, A. Huang, A. Guez, T. Hubert, L. Baker, M. Lai, A. Bolton, et al · 2017
Earlier work this paper cites.
Training verifiers to solve math word problems, 2021
K. Cobbe, V. Kosaraju, M. Bavarian, M. Chen, H. Jun, L. Kaiser, M. Plappert, J. Tworek, J. Hilton, R. Nakano, C. Hesse, and J. Schulman · 2021
Earlier work this paper cites.
Large language models can self-improve
J. Huang, S. S. Gu, L. Hou, Y. Wu, X. Wang, H. Yu, and J. Han · 2022
Earlier work this paper cites.
Language models are multilingual chain-of-thought reasoners
F. Shi, M. Suzgun, M. Freitag, X. Wang, S. Srivats, S. Vosoughi, H. W. Chung, Y. Tay, S. Ruder, D. Zhou, et al · 2022
Earlier work this paper cites.
Chain-of-thought prompting elicits reasoning in large language models
J. Wei, X. Wang, D. Schuurmans, M. Bosma, F. Xia, E. Chi, Q. V. Le, D. Zhou, et al · 2022
Earlier work this paper cites.
Alphazero-like tree-search can guide large language model decoding and training
X. Feng, Z. Wan, M. Wen, S. M. McAleer, Y. Wen, W. Zhang, and J. Wang · 2023
Cited alongside, same era.
H. Lightman, V. Kosaraju, Y. Burda, H. Edwards, B. Baker, T. Lee, J. Leike, J. Schulman, I. Sutskever, and K. Cobbe · 2023
Cited alongside, same era.
Can large language models really improve by self-critiquing their own plans?
K. Valmeekam, M. Marquez, and S. Kambhampati · 2023
Cited alongside, same era.
Guiding large language models via directional stimulus prompting
Z. Li, B. Peng, P. He, M. Galley, J. Gao, and X. Yan · 2024
Cited alongside, same era.
Self-refine: Iterative refinement with self-feedback
A. Madaan, N. Tandon, P. Gupta, S. Hallinan, L. Gao, S. Wiegreffe, U. Alon, N. Dziri, S. Prabhumoye, Y. Yang, et al · 2024
Closest in time.
Learning to reason with llms
OpenAI · 2024
Closest in time.
A. Yang, B. Yang, B. Hui, B. Zheng, B. Yu, C. Zhou, C. Li, C. Li, D. Liu, F. Huang, et al · 2024
Closest in time.
Evaluation of openai o1: Opportunities and challenges of agi
T. Zhong, Z. Liu, Y. Pan, Y. Zhang, Y. Zhou, S. Liang, Z. Wu, Y. Lyu, P. Shu, X. Yu, et al · 2024
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…