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  This repository provides **Text-ADBench**, a comprehensive benchmark for text anomaly detection, leveraging embeddings from diverse pre-trained language models across a wide array of text datasets.
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  **Paper**: [Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding](https://arxiv.org/abs/2507.12295)
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- **Code**: [https://github.com/Feng-001/Text-ADBench](https://github.com/jicongfan/Text-Anomaly-Detection-Benchmark)
 
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  ## Abstract
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  This repository provides **Text-ADBench**, a comprehensive benchmark for text anomaly detection, leveraging embeddings from diverse pre-trained language models across a wide array of text datasets.
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  **Paper**: [Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding](https://arxiv.org/abs/2507.12295)
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+ **Code**: [Text-ADBench](https://github.com/jicongfan/Text-Anomaly-Detection-Benchmark)
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  ## Abstract
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