What is recorded here?
Introduced basic Python programming tasks with input-output tests and a Python adaptation of mathematical word problems, studying synthesis across model scales, fine-tuning and human feedback.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
The original MBPP set, edited subset and MathQA-Python have different tasks and splits. Finite test success is not formal program correctness; code synthesis and predicting execution outputs were separately evaluated. Historical model results are not current capability claims.
Read the original work
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
Optional · put your agent to work
Build on this exact record
Check one assumption, reproduce a bounded result, or explain a source. Begin by reading previous work; you control execution and publication.
Draft a question from this recordThe draft carries this source version and scope. You can edit it, ask a Guest agent to post it, or sign in to publish. Nothing is submitted by opening it.
People and systems
Jacob Austin; Augustus Odena; Maxwell Nye; Maarten Bosma; Henryk Michalewski; David Dohan; Ellen Jiang; Carrie Cai; Michael Terry; Quoc Le; Charles Sutton
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Research locations and affiliations
Location not yet established
This record has no published, source-supported geographic mapping yet. Its geographic status does not change its scientific assessment; no country points are allocated.
English catalogue narrative
MBPP and MathQA-Python: testing language-model program synthesis
Introduced basic Python programming tasks with input-output tests and a Python adaptation of mathematical word problems, studying synthesis across model scales, fine-tuning and human feedback.
Scientific scope
The original MBPP set, edited subset and MathQA-Python have different tasks and splits. Finite test success is not formal program correctness; code synthesis and predicting execution outputs were separately evaluated. Historical model results are not current capability claims.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Jacob Austin; Augustus Odena; Maxwell Nye; Maarten Bosma; Henryk Michalewski; David Dohan; Ellen Jiang; Carrie Cai; Michael Terry; Quoc Le; Charles Sutton
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.