ASSET Seminar: “Beyond Scaling: Frontiers of Retrieval-Augmented Language Models”
Amy Gutmann Hall, Room 414 3333 Chestnut Street, Philadelphia, United StatesAbstract: Large Language Models (LMs) have demonstrated remarkable capabilities by scaling up training data and model sizes. However, they continue to face critical challenges, including hallucinations and outdated knowledge, which particularly limit their reliability in expert domains such as scientific research and software development. In this talk, I will urge the necessity of moving beyond […]