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Program induction

Generating program code for domain-specific tasks

Papers

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Showing 1–10 of 67 papers

Title	Date	Tasks	Status	Hype
Searching Latent Program Spaces	Nov 13, 2024	ARCProgram induction	CodeCode Available	2
RobustFill: Neural Program Learning under Noisy I/O	Mar 21, 2017	Program inductionProgram Synthesis	CodeCode Available	1
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering	Apr 17, 2022	Knowledge Base Question AnsweringProgram induction	CodeCode Available	1
Learning Differentiable Logic Programs for Abstract Visual Reasoning	Jul 3, 2023	Program inductionVisual Reasoning	CodeCode Available	1
Playgol: learning programs through play	Apr 18, 2019	Inductive logic programmingProgram induction	CodeCode Available	1
Program Transfer for Answering Complex Questions over Knowledge Bases	Oct 12, 2021	Program inductionSemantic Parsing	CodeCode Available	1
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning	Oct 29, 2020	Knowledge Base Question AnsweringMeta Reinforcement Learning	CodeCode Available	1
DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning	Jun 15, 2020	Drawing PicturesProgram induction	CodeCode Available	1
Forgetting to learn logic programs	Nov 15, 2019	Inductive logic programmingMulti-Task Learning	CodeCode Available	1
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models	Apr 29, 2024	Equation DiscoveryInterpretable Machine Learning	CodeCode Available	1

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