A survey of reasoning with foundation models
Reasoning, a crucial ability for complex problem-solving, plays a pivotal role in various real-
world settings such as negotiation, medical diagnosis, and criminal investigation. It serves …
world settings such as negotiation, medical diagnosis, and criminal investigation. It serves …
An Approach to Solving the Abstraction and Reasoning Corpus (ARC) Challenge
TJC Min - arXiv preprint arXiv:2306.03553, 2023 - arxiv.org
We utilise the power of Large Language Models (LLMs), in particular GPT4, to be prompt
engineered into performing an arbitrary task. Here, we give the model some human priors …
engineered into performing an arbitrary task. Here, we give the model some human priors …
Solving ARC with non-procedural program induction
N Neumann, Á Pintér - 2023 IEEE 23rd International …, 2023 - ieeexplore.ieee.org
This paper attempts to solve the Abstraction and Reasoning Corpus (ARC)[1] which was
made to measure strong generalization in artificial intelligence systems. The existing …
made to measure strong generalization in artificial intelligence systems. The existing …
Le principe MDL au service de l'automatisation de tâches uniques d'abstraction et de raisonnement (ARC) à partir de peu d'exemples
S Ferré - Extraction et Gestion des Connaissances: Actes de la …, 2023 - books.google.com
Le challenge ARC (Abstraction and Reasoning Corpus) a été proposé pour pousserla
recherche en IA vers plus de capacité de généralisation plutôt que vers toujours plus de …
recherche en IA vers plus de capacité de généralisation plutôt que vers toujours plus de …