When New Generators Arrive: Lifelong Machine-Generated Text Attribution via Ridge Feature Transfer 事件

When New Generators Arrive: Lifelong Machine-Generated Text Attribution via Ridge Feature Transfer arXiv:2606.05626v1 Announce Type: new Abstract: Machine-generated text (MGT) attribution aims to identify the specific generator responsible for a given text, thereby providing fine-grained evidence for model accountability and misuse investigation. As new large language models continue to emerge, attribution models must continuously incorporate new generators while preserving their ability to rec