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Program induction

Generating program code for domain-specific tasks

Papers

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Showing 51–67 of 67 papers

TitleStatusHype
Neuro-symbolic Meta Reinforcement Learning for Trading—0
Neuro-Symbolic Program Synthesis—0
One Model for the Learning of Language—0
Learning a Natural Language Interface with Neural ProgrammerCode0
Neural Task Programming: Learning to Generalize Across Hierarchical TasksCode0
Strong Generalization and Efficiency in Neural ProgramsCode0
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge BasesCode0
Think Big, Teach Small: Do Language Models Distil Occam’s Razor?Code0
P-Tree ProgrammingCode0
Knowledge Refactoring for Inductive Program SynthesisCode0
Learning a Deep Generative Model like a Program: the Free Category PriorCode0
Map Induction: Compositional spatial submap learning for efficient exploration in novel environmentsCode0
Recent Advances in Neural Program SynthesisCode0
Using Natural Language and Program Abstractions to Instill Human Inductive Biases in MachinesCode0
DeepProbLog: Neural Probabilistic Logic ProgrammingCode0
Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word ProblemsCode0
Automatic Discovery of Interpretable Planning StrategiesCode0
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