Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus

18 October 2022

Papers citing "Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus"

22 / 22 papers shown

Title
Language Models, Graph Searching, and Supervision Adulteration: When More Supervision is Less and How to Make More More Arvid Frydenlund LRM 52 0 0 13 Mar 2025
Abductive Symbolic Solver on Abstraction and Reasoning Corpus Mintaek Lim Seokki Lee Liyew Woletemaryam Abitew Sundong Kim 127 1 0 27 Nov 2024
System 2 Reasoning via Generality and Adaptation Sejin Kim Sundong Kim LRM AI4CE 76 0 0 10 Oct 2024
Tackling the Abstraction and Reasoning Corpus with Vision Transformers: the Importance of 2D Representation, Positions, and Objects Wenhao Li Yudong Xu Scott Sanner Elias Boutros Khalil ViT 39 3 0 08 Oct 2024
Relational decomposition for program synthesis Céline Hocquette Andrew Cropper 42 4 0 22 Aug 2024
ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning Hosung Lee Sejin Kim Seungpil Lee Sanha Hwang Jihwan Lee Byung-Jun Lee Sundong Kim LRM 37 8 0 30 Jul 2024
Intelligence Analysis of Language Models Liane Galanti Ethan Baron LRM 39 1 0 20 Jul 2024
HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis Shraddha Barke Emmanuel Anaya Gonzalez Saketh Ram Kasibatla Taylor Berg-Kirkpatrick Nadia Polikarpova 46 5 0 24 May 2024
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 47 19 0 18 Mar 2024
Neural networks for abstraction and reasoning: Towards broad generalization in machines Mikel Bober-Irizar Soumya Banerjee AI4CE LRM NAI 40 7 0 05 Feb 2024
Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models Yile Wang Sijie Cheng Zixin Sun Peng Li Yang Liu ReLM LRM 32 4 0 22 Jan 2024
Generalized Planning for the Abstraction and Reasoning Corpus Chao Lei N. Lipovetzky Krista A. Ehinger LRM AI4CE 66 10 0 15 Jan 2024
Solving ARC visual analogies with neural embeddings and vector arithmetic: A generalized method Luca H. Thoms Karel A. Veldkamp Hannes Rosenbusch Claire E. Stevenson DML 40 5 0 14 Nov 2023
Tackling the Abstraction and Reasoning Corpus (ARC) with Object-centric Models and the MDL Principle Sébastien Ferré LRM 52 2 0 01 Nov 2023
Large Language Model (LLM) as a System of Multiple Expert Agents: An Approach to solve the Abstraction and Reasoning Corpus (ARC) Challenge J. Tan Mehul Motani LLMAG 44 8 0 08 Oct 2023
Hypothesis Search: Inductive Reasoning with Language Models Ruocheng Wang E. Zelikman Gabriel Poesia Yewen Pu Nick Haber Noah D. Goodman ReLM LRM 31 97 0 11 Sep 2023
Large Language Models as General Pattern Machines Suvir Mirchandani F. Xia Peter R. Florence Brian Ichter Danny Driess Montse Gonzalez Arenas Kanishka Rao Dorsa Sadigh Andy Zeng LLMAG 57 185 0 10 Jul 2023
Unraveling the ARC Puzzle: Mimicking Human Solutions with Object-Centric Decision Transformer Jaehyun Park Jaegyun Im Sanha Hwang Mintaek Lim Sabina Ualibekova Sejin Kim Sundong Kim AI4CE 22 12 0 14 Jun 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 31 54 0 26 May 2023
The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain A. Moskvichev Victor Vikram Odouard Melanie Mitchell 28 67 0 11 May 2023
Abstract Visual Reasoning Enabled by Language Giacomo Camposampiero Loic Houmard Benjamin Estermann Joël Mathys Roger Wattenhofer LRM 48 12 0 07 Mar 2023
Neural-guided, Bidirectional Program Search for Abstraction and Reasoning Simon Alford Anshul Gandhi Akshay Rangamani Andrzej Banburski Tony Wang Sylee Dandekar John Chin T. Poggio S. Chin LRM 103 21 0 22 Oct 2021