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Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems



Anish Acharya , Suranjit Adhikari , Sanchit Agarwal , Vincent Auvray , Nehal Belgamwar , Arijit Biswas , Shubhra Chandra , Tagyoung Chung , Maryam Fazel-Zarandi , Raefer Gabriel , Shuyang Gao , Rahul Goel , Dilek Hakkani-Tur , Jan Jezabek , Abhay Jha , Jiun-Yu Kao , Prakash Krishnan , Peter Ku , Anuj Goyal , Chien-Wei Lin , Qing Liu , Arindam Mandal , Angeliki Metallinou , Vishal Naik , Yi Pan , Shachi Paul , Vittorio Perera , Abhishek Sethi , Minmin Shen , Nikko Strom , Eddie Wang

* NAACL 2021 System Demonstrations Track 

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Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize



Chandra Khatri , Behnam Hedayatnia , Anu Venkatesh , Jeff Nunn , Yi Pan , Qing Liu , Han Song , Anna Gottardi , Sanjeev Kwatra , Sanju Pancholi , Ming Cheng , Qinglang Chen , Lauren Stubel , Karthik Gopalakrishnan , Kate Bland , Raefer Gabriel , Arindam Mandal , Dilek Hakkani-Tur , Gene Hwang , Nate Michel , Eric King , Rohit Prasad

* 2018 Alexa Prize Proceedings 

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Detecting Offensive Content in Open-domain Conversations using Two Stage Semi-supervision



Chandra Khatri , Behnam Hedayatnia , Rahul Goel , Anushree Venkatesh , Raefer Gabriel , Arindam Mandal

* NIPS CONVAI Workshop 2018 

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Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems



Rahul Goel , Shachi Paul , Tagyoung Chung , Jeremie Lecomte , Arindam Mandal , Dilek Hakkani-Tur

* NIPS CONVAI Workshop 2018 

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Parsing Coordination for Spoken Language Understanding



Sanchit Agarwal , Rahul Goel , Tagyoung Chung , Abhishek Sethi , Arindam Mandal , Spyros Matsoukas

* The paper was published in SLT 2018 conference 

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Contextual Topic Modeling For Dialog Systems



Chandra Khatri , Rahul Goel , Behnam Hedayatnia , Angeliki Metanillou , Anushree Venkatesh , Raefer Gabriel , Arindam Mandal


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Data Augmentation for Robust Keyword Spotting under Playback Interference



Anirudh Raju , Sankaran Panchapagesan , Xing Liu , Arindam Mandal , Nikko Strom


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Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting



Ming Sun , Anirudh Raju , George Tucker , Sankaran Panchapagesan , Gengshen Fu , Arindam Mandal , Spyros Matsoukas , Nikko Strom , Shiv Vitaladevuni

* Spoken Language Technology Workshop (SLT), 2016 IEEE (pp. 474-480). IEEE 

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