Neural Program Induction (NPI) is a paradigm for decomposing high-level tasks such as complex question-answering over knowledge bases (KBQA) into executable ...

Abstract. Neural Program Induction (NPI) is a paradigm for decomposing high-level tasks such as complex question-answering over knowledge bases (KBQA).

Aug 10, 2019 · Neural Program Induction (NPI) is a paradigm for decomposing high-level tasks such as complex question-answering over knowledge bases (KBQA) ...

Neural program induction for KBQA without gold programs or query annotations (IJCAI) Author: Ghulam Ahmed Ansari. 2018. Sequence-to-Action: End-to-End ...

Apr 1, 2019 · Neural Program Induction (NPI) is a pragmatic approach toward modularizing the reasoning process by translating a complex natural language query ...

Complex program induction for querying knowledge bases in the absence of gold programs. A Saha, GA Ansari, A Laddha, K Sankaranarayanan, S Chakrabarti.

For practical KBQA applications, gold annotated programs are expensive to obtain, thus most of the complex questions are not paired with the annotations [7].

This renders complex KBQA in the absence of gold programs extremely challenging. Figure 1: The CIPITR framework reads a natural lang- uage query and writes a ...

Neural program induction for KBQA without gold programs or query annotations. Ghulam Ahmed Ansari; Amrita Saha; et al. 2019; IJCAI 2019. Revealing semantic ...

Neural program induction for KBQA without gold programs or query annotations. In Proceedings of the Twenty-Eighth International Joint Conference on ...