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doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset

Nov 12, 2020
Song Feng, Hui Wan, Chulaka Gunasekara, Siva Sankalp Patel, Sachindra Joshi, Luis A. Lastras

* EMNLP 2020 

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Simulated Chats for Task-oriented Dialog: Learning to Generate Conversations from Instructions

Oct 20, 2020
Biswesh Mohapatra, Gaurav Pandey, Danish Contractor, Sachindra Joshi


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Conversational Document Prediction to Assist Customer Care Agents

Oct 05, 2020
Jatin Ganhotra, Haggai Roitman, Doron Cohen, Nathaniel Mills, Chulaka Gunasekara, Yosi Mass, Sachindra Joshi, Luis Lastras, David Konopnicki

* EMNLP 2020. The released Twitter dataset is available at: https://github.com/IBM/twitter-customer-care-document-prediction 

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Effects of Naturalistic Variation in Goal-Oriented Dialog

Oct 05, 2020
Jatin Ganhotra, Robert Moore, Sachindra Joshi, Kahini Wadhawan

* Findings of EMNLP 2020. The updated datasets are available at: https://github.com/IBM/naturalistic-variation-goal-oriented-dialog-datasets 

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Mask & Focus: Conversation Modelling by Learning Concepts

Feb 11, 2020
Gaurav Pandey, Dinesh Raghu, Sachindra Joshi

* AAAI 2020 

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Neural Conversational QA: Learning to Reason v.s. Exploiting Patterns

Sep 09, 2019
Abhishek Sharma, Danish Contractor, Harshit Kumar, Sachindra Joshi


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Unsupervised Learning of Interpretable Dialog Models

Nov 02, 2018
Dhiraj Madan, Dinesh Raghu, Gaurav Pandey, Sachindra Joshi


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Multi-level Memory for Task Oriented Dialogs

Oct 24, 2018
Revanth Reddy, Danish Contractor, Dinesh Raghu, Sachindra Joshi

* For peer review 

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Styling with Attention to Details

Jul 03, 2018
Ayushi Dalmia, Sachindra Joshi, Raghavendra Singh, Vikas Raykar


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Finding Dominant User Utterances And System Responses in Conversations

Oct 29, 2017
Dhiraj Madan, Sachindra Joshi


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Dialogue Act Sequence Labeling using Hierarchical encoder with CRF

Sep 14, 2017
Harshit Kumar, Arvind Agarwal, Riddhiman Dasgupta, Sachindra Joshi, Arun Kumar


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