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Update README for AutoPrompt 2025 version #66

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# AutoPrompt
# AutoPrompt(2025)
An automated method based on gradient-guided search to create prompts for a diverse set of NLP tasks. AutoPrompt demonstrates that masked language models (MLMs) have an innate ability to perform sentiment analysis, natural language inference, fact retrieval, and relation extraction. Check out our [website](https://ucinlp.github.io/autoprompt/) for the paper and more information.

## Table of Contents
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