Program Synthesis using Inductive Logic Programming for the Abstraction
and Reasoning Corpus

Program Synthesis using Inductive Logic Programming for the Abstraction and Reasoning Corpus

10 May 2024

Filipe Marinho Rocha

Vítor Santos Costa

Papers citing "Program Synthesis using Inductive Logic Programming for the Abstraction and Reasoning Corpus"

14 / 14 papers shown

Title
Reasoning Abilities of Large Language Models: In-Depth Analysis on the Abstraction and Reasoning Corpus Seungpil Lee Woochang Sim Donghyeon Shin Sanha Hwang Wongyu Seo Jiwon Park Seokki Lee Sejin Kim Sundong Kim LRM 57 23 0 18 Mar 2024
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay Natasha Butt Blazej Manczak Auke Wiggers Corrado Rainone David W. Zhang Michaël Defferrard Taco S. Cohen ReLM LRM 63 19 0 07 Feb 2024
Neural networks for abstraction and reasoning: Towards broad generalization in machines Mikel Bober-Irizar Soumya Banerjee AI4CE LRM NAI 67 9 0 05 Feb 2024
Generalized Planning for the Abstraction and Reasoning Corpus Chao Lei Nir Lipovetzky Krista A. Ehinger LRM AI4CE 91 11 0 15 Jan 2024
Assessing GPT4-V on Structured Reasoning Tasks Mukul Singh J. Cambronero Sumit Gulwani Vu Le Gust Verbruggen LRM 57 13 0 13 Dec 2023
Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks Melanie Mitchell Alessandro B. Palmarini A. Moskvichev LRM 67 55 0 14 Nov 2023
LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations Yudong Xu Wenhao Li Pashootan Vaezipoor Scott Sanner Elias Boutros Khalil LRM 44 60 0 26 May 2023
Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey Chao Yu Xuejing Zheng H. Zhuo OffRL LRM 84 8 0 24 Apr 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.4K 14,313 0 15 Mar 2023
A Divide-Align-Conquer Strategy for Program Synthesis Jonas T. Witt Stef Rasing Sebastijan Dumanvcić Tias Guns C. Carbon 25 7 0 08 Jan 2023
Communicating Natural Programs to Humans and Machines Samuel Acquaviva Yewen Pu Marta Kryven Theo Sechopoulos Catherine Wong Gabrielle Ecanow Maxwell Nye Michael Henry Tessler J. Tenenbaum 48 41 0 15 Jun 2021
Fast and flexible: Human program induction in abstract reasoning tasks Aysja Johnson Wai Keen Vong Brenden M. Lake Todd M. Gureckis LRM 32 32 0 10 Mar 2021
Inductive logic programming at 30 Andrew Cropper Sebastijan Dumancic Richard Evans Stephen Muggleton AI4CE 57 77 0 21 Feb 2021
Deep Learning: A Critical Appraisal G. Marcus HAI VLM 122 1,040 0 02 Jan 2018