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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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Topic-based Evaluation for Conversational Bots

Jan 11, 2018
Fenfei Guo, Angeliki Metallinou, Chandra Khatri, Anirudh Raju, Anu Venkatesh, Ashwin Ram

* Nips.Workshop.ConversationalAI 2017-12-08 
* 10 Pages, 2 figures, 9 tables. NIPS 2017 Conversational AI workshop paper. http://alborz-geramifard.com/workshops/nips17-Conversational-AI/Main.html 

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