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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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MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents


Sep 26, 2021
Song Feng, Siva Sankalp Patel, Hui Wan, 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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Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks


Nov 22, 2019
Pavan Kapanipathi, Veronika Thost, Siva Sankalp Patel, Spencer Whitehead, Ibrahim Abdelaziz, Avinash Balakrishnan, Maria Chang, Kshitij Fadnis, Chulaka Gunasekara, Bassem Makni, Nicholas Mattei, Kartik Talamadupula, Achille Fokoue


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Knowledge-incorporating ESIM models for Response Selection in Retrieval-based Dialog Systems


Jul 11, 2019
Jatin Ganhotra, Siva Sankalp Patel, Kshitij Fadnis

* Ranked 2nd on Ubuntu and 4th on Advising task in DSTC-7 Track 1. Accepted for an oral presentation at the DSTC-7 workshop at AAAI 2019 

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Analyzing Assumptions in Conversation Disentanglement Research Through the Lens of a New Dataset and Model


Oct 25, 2018
Jonathan K. Kummerfeld, Sai R. Gouravajhala, Joseph Peper, Vignesh Athreya, Chulaka Gunasekara, Jatin Ganhotra, Siva Sankalp Patel, Lazaros Polymenakos, Walter S. Lasecki


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