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# MCEval8K
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**MCEval8K** is a diverse multiple-choice evaluation benchmark for probing language models’ (LMs) understanding of a broad range of language skills using neuron-level analysis.
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## 🔍 Overview
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# MCEval8K
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**MCEval8K** is a diverse multiple-choice evaluation benchmark for probing language models’ (LMs) understanding of a broad range of language skills using neuron-level analysis.
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It was introduced in the [ACL 2025 paper](https://github.com/xzhao-tkl/NEG) - "_Neuron Empirical Gradient: Discovering and Quantifying Neurons’ Global Linear Controllability_".
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## 🔍 Overview
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