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MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents


Sep 26, 2021
Song Feng, Siva Sankalp Patel, Hui Wan, Sachindra Joshi


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Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs


Sep 15, 2021
Dinesh Raghu, Atishya Jain, Mausam, Sachindra Joshi

* D. Raghu and A. Jain contributed equally to this work 

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End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs


Sep 15, 2021
Dinesh Raghu, Shantanu Agarwal, Sachindra Joshi, Mausam

* D. Raghu and S.Agarwal contributed equally to this work 

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Integrating Dialog History into End-to-End Spoken Language Understanding Systems


Aug 18, 2021
Jatin Ganhotra, Samuel Thomas, Hong-Kwang J. Kuo, Sachindra Joshi, George Saon, Zoltán Tüske, Brian Kingsbury

* Interspeech 2021 

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Summary Grounded Conversation Generation


Jun 07, 2021
Chulaka Gunasekara, Guy Feigenblat, Benjamin Sznajder, Sachindra Joshi, David Konopnicki

* Findings of ACL - 2021, 9 pages 

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Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks


Apr 13, 2021
Hanjie Chen, Song Feng, Jatin Ganhotra, Hui Wan, Chulaka Gunasekara, Sachindra Joshi, Yangfeng Ji

* NAACL-HLT 2021 

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Does Dialog Length matter for Next Response Selection task? An Empirical Study


Jan 24, 2021
Jatin Ganhotra, Sachindra Joshi


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doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset


Nov 18, 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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