Authors develop a multi-dimensional neuron screening framework and adaptive masking method to causally validate and steer emotion and rhetoric neurons in LLMs, with experiments on five datasets.
Proceedings of the 32nd ACM International Conference on Multimedia , pages=
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Are Emotion and Rhetoric Neurons in LLM? Neuron Recognition and Adaptive Masking for Emotion-Rhetoric Prediction Steering
Authors develop a multi-dimensional neuron screening framework and adaptive masking method to causally validate and steer emotion and rhetoric neurons in LLMs, with experiments on five datasets.