16 citations · 35 across the 23 of their papers we have counts for
3 papers · 1 filter
Unsupervised Learning of Interpretable Dialog Models
Dhiraj Madan, Dinesh Raghu, Gaurav Pandey +1
Recently several deep learning based models have been proposed for end-to-end learning of dialogs. While these models can be trained from data without the need for any additional a…
Multi-level Memory for Task Oriented Dialogs
Revanth Reddy, Danish Contractor, Dinesh Raghu +1
Recent end-to-end task oriented dialog systems use memory architectures to incorporate external knowledge in their dialogs. Current work makes simplifying assumptions about the str…
Disentangling Language and Knowledge in Task-Oriented Dialogs
Dinesh Raghu, Nikhil Gupta, Mausam
The Knowledge Base (KB) used for real-world applications, such as booking a movie or restaurant reservation, keeps changing over time. End-to-end neural networks trained for these…