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SADI
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SADI
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<div align="center"> <h1> Semantics-Adaptive Dynamic Intervention (SADI) </h1> </div> This repository contains the data and codes for our paper "[Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors](https://arxiv.org/pdf/2410.12299)". ### 1. Data Please download the data of downstream tasks and put it in ./data/ ### 2. Intervention For Discriminative and Generative tasks: ``` python intervention.py ``` ### Citation If you find this work is useful or use the data in your work, please consider cite our paper: ``` @article{wang2024semantics, title={Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors}, author={Wang, Weixuan and Yang, Jingyuan and Peng, Wei}, journal={arXiv preprint arXiv:2410.12299}, year={2024} } ```
