Abstract: The extraction, summarization, and retrieval of knowledge from video content is a significant challenge due to the multimodal, unstructured, and temporally dispersed nature of information ...

For decades the data landscape was relatively static. Relational databases (hello, Oracle!) were the default and dominated, organizing information into familiar columns and rows. That stability eroded ...

Abstract: With the rapid advancement of large language models (LLMs) in question answering systems, retrieval-augmented generation (RAG) has significantly improved LLM performance on ...