Recent Publications

End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs
Dinesh Raghu, Shantanu Agawal, Sachindra Joshi, Mausam.
EMNLP 2021
[Paper]   [Code]   [Data]   [Leader-Board]

Constraint based Knowledge Base Distillation in End-to-End Task-Oriented Dialogs
Dinesh Raghu, Atishya Jain, Mausam, Sachindra Joshi.
Findings of ACL 2021
[Paper]   [Code]

Unsupervised Learning of KB Queries in Task-Oriented Dialogs
Dinesh Raghu, Nikhil Gupta, Mausam.
TACL 2021
[Paper]   [Code]

Unsupervised Learning of Interpretable Dialog Models
Dhiraj Madan, Dinesh Raghu, Gaurav Pandey, Sachindra Joshi.
ECAI 2020
[Paper]

Mask & Focus: Conversation Modelling by Learning Concepts
Gaurav Pandey, Dinesh Raghu, Sachindra Joshi.
AAAI 2020
[Paper]

Multi-Level Memory for Task-Oriented Dialogs
Revanth Gangi Reddy, Danish Contractor, Dinesh Raghu, Sachindra Joshi.
NAACL 2019
[Paper]   [Code]

Disentangling Language and Knowledge in Task-Oriented Dialogs
Dinesh Raghu, Nikhil Gupta, Mausam.
NAACL 2019
[Paper]   [Code]