Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs

Recent years have seen increasingly complex question-answering on knowledge bases (KBQA) involving logical, quantitative, and comparative reasoning over KB subgraphs. Neural Program Induction (NPI) is a pragmatic approach toward modularizing the reasoning process by translating...

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Bibliographic Details
Main Authors: Saha, Amrita, Ansari, Ghulam Ahmed, Laddha, Abhishek, Sankaranarayanan, Karthik, Chakrabarti, Soumen
Format: Article
Language:English
Published: The MIT Press 2019-11-01
Series:Transactions of the Association for Computational Linguistics
Online Access:https://www.mitpressjournals.org/doi/abs/10.1162/tacl_a_00262