Program Synthesis With Large Language Models Information Guide

  1. Introduction to Program Synthesis With Large Language Models
  2. Core Information
  3. History
  4. Expert Insights
  5. Final Thoughts

Introduction to Program Synthesis With Large Language Models

Full Xinyun Chen (Google DeepMind) - Leveraging Execution Feedback for Program Synthesis with LLMs Guide
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Core Information

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History

Large Language Models for Program Synthesis News
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Automated Transpilation of Imperative to Functional Code using Neural-Guided Program Synthesis
Automated Transpilation of Imperative to Functional Code using Neural-Guided Program Synthesis
Why Program Synthesis Is Next (Kevin Ellis and Zenna Tavares)
Why Program Synthesis Is Next (Kevin Ellis and Zenna Tavares)
Exploring Program Synthesis: Francois Chollet, Kevin Ellis, Zenna Tavares
Exploring Program Synthesis: Francois Chollet, Kevin Ellis, Zenna Tavares
Introduction to Program Synthesis - Lecture 1
Introduction to Program Synthesis - Lecture 1
Google I/O Extended (AI) Seattle - Generative AI and Program Synthesis
Google I/O Extended (AI) Seattle - Generative AI and Program Synthesis
How Large Language Models Work
How Large Language Models Work
Introduction to Program Synthesis - Course Overview
Introduction to Program Synthesis - Course Overview
[OOPSLA'25] Laurel: Unblocking Automated Verification with Large Language Models
[OOPSLA'25] Laurel: Unblocking Automated Verification with Large Language Models
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages - ArXiv:2305.02
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages - ArXiv:2305.02
Learning based Program Synthesis, Xinyun Chen, Google Research
Learning based Program Synthesis, Xinyun Chen, Google Research
SenSys 2025 -- GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development
SenSys 2025 -- GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development

Expert Insights

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Last Updated: October 18, 2026

Final Thoughts

Webinar Large Language Models for Program Synthesis Update
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Summary

In this video we discuss the paper " Link to Paper: dl.acm.org/doi/10.1145/3527315 Voiceover: Generated using ElevenLabs AI voice technology. Kevin Ellis (Cornell) and Zenna Tavares (BASIS) argue that the next wave of AI needs to learn humans do: building abstract ... Panel discussion with Francois Chollet, Kevin Ellis, and Zenna Tavares on why The material for this entire video series is based on the official MIT graduate course: 6.5130: Introduction to ... Machine Learning skills now → ibm.biz/BdK65D Learn about watsonx → ibm.biz/BdvxRj Laurel: Unblocking Automated Verification with ... common use case is to translate natural language into

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