KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base

Shulin Cao
Shulin Cao
Liangming Pan
Liangming Pan
Yutong Xiang
Yutong Xiang
Bin He
Bin He
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Abstract:

Complex question answering over knowledge base (Complex KBQA) is challenging because it requires the compositional reasoning capability. Existing benchmarks have three shortcomings that limit the development of Complex KBQA: 1) they only provide QA pairs without explicit reasoning processes; 2) questions are either generated by template...More

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