QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language Model

Dense Passage Retrieval for Open-Domain Question Answering, September 2020

Original

Karpukhin, V., Oğuz, B., Min, S., Lewis, P., Wu, L., Edunov, S., Chen, D., and Yih, W.-t · 2004

Earlier work this paper cites.

Introduction to Alpha Design

Tulchinsky, I · 2019

Earlier work this paper cites.

LoRA: Low-Rank Adaptation of Large Language Models, October 2021

Original

Hu, E. J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W · 2021

Earlier work this paper cites.

Is Pessimism Provably Efficient for Offline RL?

Jin, Y., Yang, Z., and Wang, Z · 2021

Earlier work this paper cites.

An Explanation of In-context Learning as Implicit Bayesian Inference

Xie, S. M., Raghunathan, A., Liang, P., and Ma, T · 2021

Earlier work this paper cites.

Language Models Can Teach Themselves to Program Better

Haluptzok, P., Bowers, M., and Kalai, A. T · 2022

Earlier work this paper cites.

ReAct: Synergizing Reasoning and Acting in Language Models

Yao, S., Zhao, J., Yu, D., Du, N., Shafran, I., Narasimhan, K. R., and Cao, Y · 2022

Earlier work this paper cites.

Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency, October 2023

Original

Liu, Z., Hu, H., Zhang, S., Guo, H., Ke, S., Liu, B., and Wang, Z · 2023

Earlier work this paper cites.

Self-Refine: Iterative Refinement with Self-Feedback

Original

Madaan, A., Tandon, N., Gupta, P., Hallinan, S., Gao, L., Wiegreffe, S., Alon, U., Dziri, N., Prabhumoye, S., Yang, Y., Welleck, S., Majumder, B. P., Gupta, S., Yazdanbakhsh, A., and Clark, P · 2023

Cited alongside, same era.

yoheinakajima/babyagi, February 2024

Nakajima, Y · 2023

Cited alongside, same era.

GPT-4 Technical Report

Original

OpenAI · 2023

Cited alongside, same era.

Mathematical discoveries from program search with large language models

Romera-Paredes, B., Barekatain, M., Novikov, A., Balog, M., Kumar, M. P., Dupont, E., Ruiz, F. J. R., Ellenberg, J. S., Wang, P., Fawzi, O., Kohli, P., and Fawzi, A · 2023

Cited alongside, same era.

Toolformer: Language Models Can Teach Themselves to Use Tools

Schick, T., Dwivedi-Yu, J., Dessi, R., Raileanu, R., Lomeli, M., Hambro, E., Zettlemoyer, L., Cancedda, N., and Scialom, T · 2023

Cited alongside, same era.

Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph

Sun, J., Xu, C., Tang, L., Wang, S., Lin, C., Gong, Y., Ni, L., Shum, H.-Y., and Guo, J · 2023

Later among the works it cites.

Llama 2: Open Foundation and Fine-Tuned Chat Models, July 2023

Original

Touvron, H., Martin, L., Stone, K., Albert, P., Almahairi, A., Babaei, Y., Bashlykov, N., Batra, S., Bhargava, P., Bhosale, S., Bikel, D., Blecher, L., Ferrer, C. C., Chen, M., Cucurull, G., Esiobu, D., Fernandes, J., Fu, J., Fu, W., Fuller, B., Gao, C., Goswami, V., Goyal, N., Hartshorn, A., Hosseini, S., Hou, R., Inan, H., Kardas, M., Kerkez, V., Khabsa, M., Kloumann, I., Korenev, A., Koura, P. S., Lachaux, M.-A., Lavril, T., Lee, J., Liskovich, D., Lu, Y., Mao, Y., Martinet, X., Mihaylov, T., Mishra, P., Molybog, I., Nie, Y., Poulton, A., Reizenstein, J., Rungta, R., Saladi, K., Schelten, A., Silva, R., Smith, E. M., Subramanian, R., Tan, X. E., Tang, B., Taylor, R., Williams, A., Kuan, J. X., Xu, P., Yan, Z., Zarov, I., Zhang, Y., Fan, A., Kambadur, M., Narang, S., Rodriguez, A., Stojnic, R., Edunov, S., and Scialom, T · 2023

Later among the works it cites.

LLM Powered Autonomous Agents, June 2023

Weng, L · 2023

Later among the works it cites.

Tree of Thoughts: Deliberate Problem Solving with Large Language Models

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

Later among the works it cites.