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Program Synthesis

CodeGen: Open-Source LLMs That Generate Code from Natural Language—Smarter, Faster, and Free

CodeGen: Open-Source LLMs That Generate Code from Natural Language—Smarter, Faster, and Free 5157

In today’s fast-paced software development landscape, the ability to translate natural language instructions into functional code is no longer science…

12/19/2025Code Generation, Code Infilling, Program Synthesis
SkyThought: Boost Code Generation Accuracy Without Retraining—Even Small Models Beat GPT-4o-mini

SkyThought: Boost Code Generation Accuracy Without Retraining—Even Small Models Beat GPT-4o-mini 3358

SkyThought is an open-source framework built around S*—a breakthrough test-time scaling approach designed specifically to elevate code generation performance in…

12/18/2025Code Generation, Program Synthesis, Test-time Scaling
TikZero: Generate Editable, Precise Scientific Figures from Text—No Paired Training Data Needed

TikZero: Generate Editable, Precise Scientific Figures from Text—No Paired Training Data Needed 1650

Creating publication-ready scientific diagrams often requires deep familiarity with vector graphics tools or typesetting systems like LaTeX and TikZ. While…

12/17/2025Multimodal Learning, Program Synthesis, Zero-shot Generation
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