作者位次 #3/4SIGIR 2026Oral· Information Retrieval (Full)
Scaling Laws for Embedding Dimension in Information Retrieval
Julian Killingback · Mahta Rafiee · Manas Madine · Hamed Zamani
摘要
Dense retrieval, which encodes queries and documents into a single dense vector, has become the dominant neural retrieval approach due to its simplicity and compatibility with fast approximate nearest neighbor algorithms. As the tasks dense retrieval performs grow in complexity, the fundamental l...