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Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning


Apr 14, 2022
Geunseob Oh , Rahul Goel , Chris Hidey , Shachi Paul , Aditya Gupta , Pararth Shah , Rushin Shah


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TableFormer: Robust Transformer Modeling for Table-Text Encoding


Mar 01, 2022
Jingfeng Yang , Aditya Gupta , Shyam Upadhyay , Luheng He , Rahul Goel , Shachi Paul

* ACL 2022, 10 pages 

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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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Towards Universal Dialogue Act Tagging for Task-Oriented Dialogues


Jul 05, 2019
Shachi Paul , Rahul Goel , Dilek Hakkani-Tür

* Interspeech 2019 

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MultiWOZ 2.1: Multi-Domain Dialogue State Corrections and State Tracking Baselines


Jul 02, 2019
Mihail Eric , Rahul Goel , Shachi Paul , Abhishek Sethi , Sanchit Agarwal , Shuyag Gao , Dilek Hakkani-Tur

* Data release writeup 

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HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking


Jul 01, 2019
Rahul Goel , Shachi Paul , Dilek Hakkani-Tür

* Interspeech 2019 

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


Nov 30, 2018
Rahul Goel , Shachi Paul , Tagyoung Chung , Jeremie Lecomte , Arindam Mandal , Dilek Hakkani-Tur

* NIPS CONVAI Workshop 2018 

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