MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems

Measuring mathematical problem solving with the math dataset

Hendrycks, D., Burns, C., Kadavath, S., Arora, A., Basart, S., Tang, E., Song, D., and Steinhardt, J · 2021

Earlier work this paper cites.

Self-consistency improves chain of thought reasoning in language models

Original

Wang, X., Wei, J., Schuurmans, D., Le, Q., Chi, E., Narang, S., Chowdhery, A., and Zhou, D · 2022

Earlier work this paper cites.

Chain-of-thought prompting elicits reasoning in large language models

Wei, J., Wang, X., Schuurmans, D., Bosma, M., Xia, F., Chi, E., Le, Q. V., Zhou, D., et al · 2022

Earlier work this paper cites.

Automatic chain of thought prompting in large language models

Original

Zhang, Z., Zhang, A., Li, M., and Smola, A · 2022

Earlier work this paper cites.

Cognitive network science reveals bias in gpt-3, gpt-3.5 turbo, and gpt-4 mirroring math anxiety in high-school students

Abramski, K., Citraro, S., Lombardi, L., Rossetti, G., and Stella, M · 2023

Cited alongside, same era.

Graph of thoughts: Solving elaborate problems with large language models

Original

Besta, M., Blach, N., Kubicek, A., Gerstenberger, R., Gianinazzi, L., Gajda, J., Lehmann, T., Podstawski, M., Niewiadomski, H., Nyczyk, P., et al · 2023

Cited alongside, same era.

Boosting logical reasoning in large language models through a new framework: The graph of thought

Original

Lei, B., Liao, C., Ding, C., et al · 2023

Cited alongside, same era.

Pre-train, prompt, and predict: A systematic survey of prompting methods in natural language processing

Liu, P., Yuan, W., Fu, J., Jiang, Z., Hayashi, H., and Neubig, G · 2023

Cited alongside, same era.

Capabilities of gpt-4 on medical challenge problems

Original

Nori, H., King, N., McKinney, S. M., Carignan, D., and Horvitz, E · 2023

Later among the works it cites.

A prompt pattern catalog to enhance prompt engineering with chatgpt

Original

White, J., Fu, Q., Hays, S., Sandborn, M., Olea, C., Gilbert, H., Elnashar, A., Spencer-Smith, J., and Schmidt, D. C · 2023

Later among the works it cites.

Tree of thoughts: Deliberate problem solving with large language models, 2023

Yao, S., Yu, D., Zhao, J., Shafran, I., Griffiths, T. L., Cao, Y., and Narasimhan, K · 2023

Later among the works it cites.

https://help.openai.com/en/articles/8555510-gpt-4-turbo , 2024

Gpt-4 turbo · 2024

Closest in time.