2 papers
cs.IR2023
ESPN: Memory-Efficient Multi-Vector Information Retrieval
Susav Shrestha, Narasimha Reddy, Zongwang Li
Recent advances in large language models have demonstrated remarkable effectiveness in information retrieval (IR) tasks. While many neural IR systems encode queries and documents i…
cs.AR2023
NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing
Yitu Wang, Shiyu Li, Qilin Zheng +5
Approximate nearest neighbor search (ANNS) is a key retrieval technique for vector database and many data center applications, such as person re-identification and recommendation s…