Neural Program Induction
method
ID: neuralprograminduction
Related Papers
Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs
AbstractRecent 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 …...
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning
AbstractComplex question-answering (CQA) involves answering complex natural-language questions on a knowledge base (KB). However, the conventional neural program induction (NPI) approach exhibits uneven performance when the questions have different types, …...