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Fast and Light-Weight Answer Text Retrieval in Dialogue Systems


May 31, 2022
Hui Wan, Siva Sankalp Patel, J. William Murdock, Saloni Potdar, Sachindra Joshi

* Accepted in NAACL-HLT 2022 Industry Track 

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Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition


May 29, 2022
Pengshan Cai, Hui Wan, Fei Liu, Mo Yu, Hong Yu, Sachindra Joshi

* 10 pages, accepted by NAACL 2022 

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Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings


Apr 06, 2022
Gaurav Pandey, Danish Contractor, Sachindra Joshi

* 10 pages, 2 figures 

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DG2: Data Augmentation Through Document Grounded Dialogue Generation


Dec 15, 2021
Qingyang Wu, Song Feng, Derek Chen, Sachindra Joshi, Luis A. Lastras, Zhou Yu


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TWEETSUMM -- A Dialog Summarization Dataset for Customer Service


Nov 23, 2021
Guy Feigenblat, Chulaka Gunasekara, Benjamin Sznajder, Sachindra Joshi, David Konopnicki, Ranit Aharonov

* Findings of the Association for Computational Linguistics: EMNLP (2021) 245--260 

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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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