Research Intern - Memory & Orchestration in Large Language Models

Research Internships at Microsoft provide a dynamic environment for research careers with a network of world-class research labs led by globally-recognized scientists and engineers, who pursue innovation in a range of scientific and technical disciplines to help solve complex challenges in diverse fields, including computing, healthcare, economics, and the environment. Microsoft Research is seeking Research Interns to join us in pushing the boundaries of Artificial Intelligence (AI) capabilities with large language models (LLMs) and multimodal models. Our mission is to create new LLM memory representation and orchestration systems in the pursuit of innovative and disruptive offerings for both enterprise and consumer contexts. We are particularly interested in developing new methods for leveraging and training various types of LLM memory representations. This includes structures such as knowledge graphs, graph and text embeddings, and the creation of advanced retrieval augmented generation (RAG) systems. We also look towards understanding research that allows us to measure the temporal changes to these structures over time as we pursue better quality retrieval and the ability to generate temporal explanations.