#metaTextGrad - Twitter Hashtag

6 months ago

2/ Existing LM optimizers are broad and generic. #metaTextGrad automatically adapts them to specific tasks, greatly improving performance and efficiency. 📰 #NeurIPS2025 paper: https://t.co/DvluDROBdm 🧑‍💻 Code: https://t.co/mtkb3HGmNg 📖 Slides: https://t.co/it94UrzIYf

james_y_zou's tweet photo. 2/ Existing LM optimizers are broad and generic. #metaTextGrad automatically adapts them to specific tasks, greatly improving performance and efficiency.

📰 #NeurIPS2025 paper: https://t.co/DvluDROBdm
🧑‍💻 Code: https://t.co/mtkb3HGmNg 📖 Slides: https://t.co/it94UrzIYf https://t.co/XyYiWY3toO

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Guowei Xu

@Kevin_GuoweiXu

6 months ago

(6/8) Across various reasoning datasets, #metaTextGrad shows a marked improvement in performance over baselines.

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Guowei Xu

@Kevin_GuoweiXu

6 months ago

(3/8) The optimization in #metaTextGrad is divided into an inner loop and an outer loop. In the inner loop, an LLM optimizer optimizes programs, and its optimization results indicate the quality of the optimizer and how well it aligns with the task.

Kevin_GuoweiXu's tweet photo. (3/8) The optimization in #metaTextGrad is divided into an inner loop and an outer loop.
In the inner loop, an LLM optimizer optimizes programs, and its optimization results indicate the quality of the optimizer and how well it aligns with the task. https://t.co/VDjSXUuwtp

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Guowei Xu

@Kevin_GuoweiXu

6 months ago

Introducing #metaTextGrad🌟: a meta-optimization framework built on #TextGrad , designed to improve existing LLM optimizers by aligning them more closely with specific tasks. 📰 NeurIPS 2025 paper: https://t.co/a32seWX4t6 🧑‍💻Code: https://t.co/YrKIxwOhmy 📚 Slides: https://t.co/IItVarRxGw

Kevin_GuoweiXu's tweet photo. Introducing #metaTextGrad🌟: a meta-optimization framework built on #TextGrad , designed to improve existing LLM optimizers by aligning them more closely with specific tasks.
📰 NeurIPS 2025 paper: https://t.co/a32seWX4t6
🧑‍💻Code: https://t.co/YrKIxwOhmy
📚 Slides: https://t.co/IItVarRxGw

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