Yi Dai

The Construction of Education Cloud Environment for Interactive Teaching

2017

Information technology, which is not only the aided teaching tool but has also become the platform supporting the new teaching mode, is changing the traditional teaching structure to the new student-centered one. Especially with the …

Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection

2023

Out-of-distribution (OOD) detection is essential for reliable and trustworthy machine learning. Recent multi-modal OOD detection leverages textual information from in-distribution (ID) class names for visual OOD detection, yet it currently neglects the rich contextual information …

Retrieval-Augmented Generation for Large Language Models: A Survey

2023 · arXiv (Cornell University)

Large Language Models (LLMs) showcase impressive capabilities but encounter challenges like hallucination, outdated knowledge, and non-transparent, untraceable reasoning processes. Retrieval-Augmented Generation (RAG) has emerged as a promising solution by incorporating knowledge from external databases. This …