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Program induction

Generating program code for domain-specific tasks

Papers

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Showing 1–50 of 67 papers

TitleStatusHype
Searching Latent Program SpacesCode2
Playgol: learning programs through playCode1
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement LearningCode1
LLM-SR: Scientific Equation Discovery via Programming with Large Language ModelsCode1
DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learningCode1
Program Transfer for Answering Complex Questions over Knowledge BasesCode1
RobustFill: Neural Program Learning under Noisy I/OCode1
Learning Differentiable Logic Programs for Abstract Visual ReasoningCode1
Forgetting to learn logic programsCode1
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question AnsweringCode1
P-Tree ProgrammingCode0
Recent Advances in Neural Program SynthesisCode0
Learning a Deep Generative Model like a Program: the Free Category PriorCode0
DeepProbLog: Neural Probabilistic Logic ProgrammingCode0
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge BasesCode0
Strong Generalization and Efficiency in Neural ProgramsCode0
Learning a Natural Language Interface with Neural ProgrammerCode0
Using Natural Language and Program Abstractions to Instill Human Inductive Biases in MachinesCode0
Think Big, Teach Small: Do Language Models Distil Occam’s Razor?Code0
Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word ProblemsCode0
Map Induction: Compositional spatial submap learning for efficient exploration in novel environmentsCode0
Knowledge Refactoring for Inductive Program SynthesisCode0
Neural Task Programming: Learning to Generalize Across Hierarchical TasksCode0
Automatic Discovery of Interpretable Planning StrategiesCode0
Neural Program Meta-Induction—0
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision (Short Version)—0
Neuro-symbolic Meta Reinforcement Learning for Trading—0
Neuro-Symbolic Program Synthesis—0
One Model for the Learning of Language—0
Perspective Plane Program Induction from a Single Image—0
Probabilistic Neural Programs—0
Probabilistic Program Induction for Intuitive Physics Game Play—0
Program-Based Strategy Induction for Reinforcement Learning—0
Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems—0
Programs as Black-Box Explanations—0
Program Transfer for Answering Complex Questions over Knowledge Bases—0
Representational efficiency outweighs action efficiency in human program induction—0
Summary - TerpreT: A Probabilistic Programming Language for Program Induction—0
TerpreT: A Probabilistic Programming Language for Program Induction—0
Towards Efficient Neurally-Guided Program Induction for ARC-AGI—0
Unsupervised Visual Program Induction with Function Modularization—0
Using Program Induction to Interpret Transition System Dynamics—0
Abstraction and Analogy-Making in Artificial Intelligence—0
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering—0
Attention on Abstract Visual Reasoning—0
Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs—0
Compositional diversity in visual concept learning—0
Neural Probabilistic Logic Programming in DeepProbLog—0
Bayesian Program Learning by Decompiling Amortized Knowledge—0
Explaining Transition Systems through Program Induction—0
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