ReGAL: Refactoring Programs to Discover Generalizable Abstractions

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ReGAL: Refactoring Programs to Discover Generalizable Abstractions

29 January 2024

Elias Stengel-Eskin

Archiki Prasad

Mohit Bansal

ArXiv (abs)PDF HTML HuggingFace (10 upvotes)

Papers citing "ReGAL: Refactoring Programs to Discover Generalizable Abstractions"

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Title
One Life to Learn: Inferring Symbolic World Models for Stochastic Environments from Unguided Exploration Zaid Khan Archiki Prasad Elias Stengel-Eskin Jaemin Cho Mohit Bansal 109 1 0 14 Oct 2025
A Compute-Matched Re-Evaluation of TroVE on MATH Tobias Sesterhenn Ian Berlot-Attwell Janis Zenkner Christian Bartelt 149 0 0 16 Jul 2025
Refactoring Codebases through Library Design Ziga Kovacic Celine Lee Celine Lee Wenting Zhao Kevin Ellis 220 1 0 26 May 2025
Affordable AI Assistants with Knowledge Graph of Thoughts Maciej Besta Lorenzo Paleari Jia Hao Andrea Jiang Robert Gerstenberger You Wu ... Torsten Hoefler Grzegorz Kwa'sniewski Marcin Copik H. Niewiadomski Torsten Hoefler LLMAG RALM 1.2K 2 0 03 Apr 2025
LLMs Can Generate a Better Answer by Aggregating Their Own Responses Zichong Li Xinyu Feng Yuheng Cai Zixuan Zhang Tianyi Liu Chen Liang Weizhu Chen Haoyu Wang Tiejun Zhao LRM 294 13 0 06 Mar 2025
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent Xingzuo Li Kehai Chen Yunfei Long X. Bai Yong-mei Xu Min Zhang LLMAG LRM 372 1 0 04 Mar 2025
Action abstractions for amortized samplingInternational Conference on Learning Representations (ICLR), 2024 Oussama Boussif Léna Néhale Ezzine J. Viviano Michał Koziarski Moksh Jain Nikolay Malkin Emmanuel Bengio Rim Assouel Yoshua Bengio 154 2 0 19 Oct 2024
Learning to Refine with Fine-Grained Natural Language Feedback Manya Wadhwa Xinyu Zhao Junyi Jessy Li Greg Durrett 416 25 0 02 Jul 2024
Is Programming by Example solved by LLMs? Wen-Ding Li Kevin Ellis 217 23 0 12 Jun 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu AI4CE LLMAG LM&Ro LM&MA 520 104 0 02 Apr 2024