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Language Model Guided Synthesis for Lifting 47:44
📺 Simons Institute for the Theory of Computing 👁️ 136 views

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

[PLDI'26] SAIL: Sound Abstract Interpreters with LLMs News
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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
Automated Transpilation of Imperative to Functional Code using Neural-Guided Program Synthesis
Automated Transpilation of Imperative to Functional Code using Neural-Guided Program Synthesis
[OOPSLA'25] Laurel: Unblocking Automated Verification with Large Language Models
[OOPSLA'25] Laurel: Unblocking Automated Verification with Large Language Models
Google I/O Extended (AI) Seattle - Generative AI and Program Synthesis
Google I/O Extended (AI) Seattle - Generative AI and Program Synthesis
Webinar Large Language Models for Program Synthesis
Webinar Large Language Models for Program Synthesis
[OOPSLA24] Statically Contextualizing Large Language Models with Typed Holes
[OOPSLA24] Statically Contextualizing Large Language Models with Typed Holes
Language Model Guided Synthesis for Lifting
Language Model Guided Synthesis for Lifting
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
Large Language Models explained briefly
Large Language Models explained briefly
Tau Language: The Software Synthesis Future [Sponsored] - Ohad Asor
Tau Language: The Software Synthesis Future [Sponsored] - Ohad Asor

Expert Insights

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Last Updated: August 15, 2026

Final Thoughts

Large Language Models for Program Synthesis Update
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