PSBench: A Benchmark for Automated Academic Paper Search

Junyi Hou, Haodong Zhao, Bingsheng He

Keywords: AI, science, benchmark, academic paper search, Large Language Model, retrieval system

TL;DR: PSBench introduces a benchmark for evaluating academic paper search tools using keyword-based queries, and proposes a retrieval method combining semantic search with knowledge graphs that improves precision and recall over existing methods.

Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.

Submission Number: 116