作者位次 #2/12SIGIR 2026Poster· Information Retrieval (Resource)
TReB: A Comprehensive Benchmark for Evaluating Table Reasoning Capabilities of Large Language Models
Ce Li · Xiaofan Liu · Zhiyan Song · Ce Chi · Boshen Shi · Chen Zhao · Guanguang Chang · Zhendong Wang · Kexin Yang · Xing Wang · Chao Deng · Junlan Feng
摘要
The majority of data in businesses and industries is stored in tables, databases, and data warehouses. Reasoning with table-structured data poses significant challenges for large language models (LLMs) due to its hidden semantics, inherent complexity, and structured nature. One of these challenge...