Gumbel Machine: Counterfactual Student Writing Generation via Gumbel Noise Steering 事件

Gumbel Machine: Counterfactual Student Writing Generation via Gumbel Noise Steering arXiv:2605.27249v1 Announce Type: cross Abstract: An effective method of teaching across disciplines is to provide examples of high-quality work. However, an example may be significantly different from a student's current work, making it challenging for them to emulate. An ideal learning demonstration is a counterfactual version of the student work, an improved version that is still similar to their own. Existin