Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning

Pavan Kapanipathi
Pavan Kapanipathi
Ibrahim Abdelaziz
Ibrahim Abdelaziz
Srinivas Ravishankar
Srinivas Ravishankar
Alexander Gray
Alexander Gray
Ramon Astudillo
Ramon Astudillo
Saswati Dana
Saswati Dana
Dinesh Garg
Dinesh Garg
Alfio Gliozzo
Alfio Gliozzo
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摘要

Knowledge base question answering (KBQA) is an important task in Natural Language Processing. Existing approaches face significant challenges including complex question understanding, necessity for reasoning, and lack of large training datasets. In this work, we propose a semantic parsing and reasoning-based Neuro-Symbolic Question Answ...更多

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