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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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## 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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