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Dhiraj Madan

2 accepted papers

2022

Variational Learning for Unsupervised Knowledge Grounded Dialogs

IJCAI 2022poster

Recent methods for knowledge grounded dialogs generate responses by incorporating information from an external textual document. These methods do not require the exact document to be known during training and rely on the use of a retrieval system to fetch relevant documents from a large index. The d…

2020

Inductive Quantum Embedding

NeurIPS 2020poster

Quantum logic inspired embedding (aka Quantum Embedding (QE)) of a Knowledge-Base (KB) was proposed recently by Garg:2019. It is claimed that the QE preserves the logical structure of the input KB given in the form of unary and binary predicates hierarchy. Such structure preservation allows one to p…