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


Apr 19, 2021
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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Dialog Simulation with Realistic Variations for Training Goal-Oriented Conversational Systems


Nov 16, 2020
Chien-Wei Lin , Vincent Auvray , Daniel Elkind , Arijit Biswas , Maryam Fazel-Zarandi , Nehal Belgamwar , Shubhra Chandra , Matt Zhao , Angeliki Metallinou , Tagyoung Chung , Charlie Shucheng Zhu , Suranjit Adhikari , Dilek Hakkani-Tur

* To be presented at Human in the Loop Dialogue Systems Workshop, NeurIPS 2020 

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MA-DST: Multi-Attention Based Scalable Dialog State Tracking


Feb 07, 2020
Adarsh Kumar , Peter Ku , Anuj Kumar Goyal , Angeliki Metallinou , Dilek Hakkani-Tur

* Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020) 

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Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents


Oct 04, 2019
Nikolaos Malandrakis , Minmin Shen , Anuj Goyal , Shuyang Gao , Abhishek Sethi , Angeliki Metallinou

* EMNLP WNGT workshop 

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Simple Question Answering with Subgraph Ranking and Joint-Scoring


Apr 04, 2019
Wenbo Zhao , Tagyoung Chung , Anuj Goyal , Angeliki Metallinou

* Accepted by The 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT 2019). 11 pages, 1 figure 

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Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents


Nov 13, 2018
Aditya Siddhant , Anuj Goyal , Angeliki Metallinou

* To appear at AAAI 2019 

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Online Embedding Compression for Text Classification using Low Rank Matrix Factorization


Nov 01, 2018
Anish Acharya , Rahul Goel , Angeliki Metallinou , Inderjit Dhillon

* Accepted in Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019) 

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Contextual Language Model Adaptation for Conversational Agents


Jul 31, 2018
Anirudh Raju , Behnam Hedayatnia , Linda Liu , Ankur Gandhe , Chandra Khatri , Angeliki Metallinou , Anu Venkatesh , Ariya Rastrow

* Interspeech 2018 (accepted) 

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Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents


May 03, 2018
Anuj Goyal , Angeliki Metallinou , Spyros Matsoukas

* To appear in the Proceedings of NAACL-HLT 2018 (Industry Track) 

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On Evaluating and Comparing Conversational Agents


Jan 11, 2018
Anu Venkatesh , Chandra Khatri , Ashwin Ram , Fenfei Guo , Raefer Gabriel , Ashish Nagar , Rohit Prasad , Ming Cheng , Behnam Hedayatnia , Angeliki Metallinou , Rahul Goel , Shaohua Yang , Anirudh Raju

* NIPS.Workshop.ConversationalAI 2017-12-08 http://alborz-geramifard.com/workshops/nips17-Conversational-AI/Main.html accessed 2018-01-01 
* 10 pages, 5 tables. NIPS 2017 Conversational AI workshop. http://alborz-geramifard.com/workshops/nips17-Conversational-AI/Main.html 

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