Web: http://arxiv.org/abs/2209.04994

Sept. 20, 2022, 1:14 a.m. | Yu Gu, Vardaan Pahuja, Gong Cheng, Yu Su

cs.CL updates on arXiv.org arxiv.org

Recent advances in deep learning have greatly propelled the research on
semantic parsing. Improvement has since been made in many downstream tasks,
including natural language interface to web APIs, text-to-SQL generation, among
others. However, despite the close connection shared with these tasks, research
on question answering over knowledge bases (KBQA) has comparatively been
progressing slowly. We identify and attribute this to two unique challenges of
KBQA, schema-level complexity and fact-level complexity. In this survey, we
situate KBQA in the broader …

arxiv knowledge parsing perspective question answering semantic

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