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Program synthesis with large language models
Program synthesis with large language models -
Search-based Pseudocode to Code
The SPoC dataset contains 18,356 C++ programs with human-authored pseudocode and test cases. -
Program Synthesis with Pragmatic Communication
The dataset used in the paper is a set of human-generated specifications for program synthesis, with a focus on pragmatic communication. -
Differentiable Functional Program Interpreters
The dataset used in the paper is a set of input-output examples for program synthesis. The dataset consists of 5 examples for each of 7 tasks, resulting in a total of 35 examples. -
Diffusion On Syntax Trees For Program Synthesis
The dataset used in the paper is a set of syntax trees for program synthesis, specifically for inverse graphics tasks. -
Abstraction and Reasoning Corpus (ARC)
A collection of heterogeneous visual reasoning data sets and an interesting benchmark for two reasons: First, visual reasoning programs tend to be large (in current program...
