no code implementations • 28 May 2024 • Junda Zhu, Lingyong Yan, Haibo Shi, Dawei Yin, Lei Sha
Large language model (LLM) has proven to benefit a lot from retrieval augmentation in alleviating hallucinations confronted with knowledge-intensive questions.
no code implementations • 12 Apr 2024 • Jie Wang, Jun Ai, Minyan Lu, Haoran Su, Dan Yu, Yutao Zhang, Junda Zhu, Jingyu Liu
We investigate the perturbation metrics and range representations used to measure the degree of perturbations on images, as well as the robustness metrics specifically for the robustness conditions of classification models.