Neuron-Aware Data Selection in Instruction Tuning for Large Language Models
Xin Chen · Junchao Wu · Shu Yang · Runzhe Zhan · Zeyu Wu · Min Yang · Shujian Huang · Lidia Chao · Derek Wong
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Xin Chen · Junchao Wu · Shu Yang · Runzhe Zhan · Zeyu Wu · Min Yang · Shujian Huang · Lidia Chao · Derek Wong
Jiayi Zhang · Shu Yang · Junchao Wu · Derek F. Wong · Di Wang
Fine-tuning Large Language Models on a political topic will significantly manipulate their political stance on various issues and unintentionally affect their stance on broad topics. While previous studies have proposed this issue, there is still a lack of understanding regarding the internal rep...
Junchao Wu · Yefeng Liu · Chenyu Zhu · Hao Zhang · Zeyu Wu · Tianqi Shi · Yichao Du · Longyue Wang · Weihua Luo · Jinsong Su · Derek F. Wong
The effective detection and governance of Large Language Model (LLM) generated content has become increasingly critical due to the growing risk of misuse. Despite the impressive performance of existing detectors, their reliability and potential in multilingual, real-world scenarios remain largely...