Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Shuyang Gao

Building Goal-Oriented Dialogue Systems with Situated Visual Context

Nov 22, 2021
Sanchit Agarwal, Jan Jezabek, Arijit Biswas, Emre Barut, Shuyang Gao, Tagyoung Chung

  Access Paper or Ask Questions

Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems

Sep 18, 2021
Di Jin, Shuyang Gao, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tur

* To appear at NLP4ConvAI workshop of EMNLP 2021 

  Access Paper or Ask Questions

Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE

Jul 02, 2021
Junya Chen, Zhe Gan, Xuan Li, Qing Guo, Liqun Chen, Shuyang Gao, Tagyoung Chung, Yi Xu, Belinda Zeng, Wenlian Lu, Fan Li, Lawrence Carin, Chenyang Tao

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap

Apr 13, 2020
Shuyang Gao, Sanchit Agarwal, Tagyoung Chung, Di Jin, Dilek Hakkani-Tur

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension

Oct 01, 2019
Di Jin, Shuyang Gao, Jiun-Yu Kao, Tagyoung Chung, Dilek Hakkani-tur

* Submitted to AAAI 2020, under review 

  Access Paper or Ask Questions

Dialog State Tracking: A Neural Reading Comprehension Approach

Aug 15, 2019
Shuyang Gao, Abhishek Sethi, Sanchit Agarwal, Tagyoung Chung, Dilek Hakkani-Tur

* 10 pages, to appear in Special Interest Group on Discourse and Dialogue (SIGDIAL) 2019 (ORAL) 

  Access Paper or Ask Questions

Invariant Representations without Adversarial Training

Nov 04, 2018
Daniel Moyer, Shuyang Gao, Rob Brekelmans, Greg Ver Steeg, Aram Galstyan

* NIPS 2018 camera-ready version 

  Access Paper or Ask Questions

Kernelized Hashcode Representations for Biomedical Relation Extraction

Oct 31, 2018
Sahil Garg, Aram Galstyan, Greg Ver Steeg, Irina Rish, Guillermo Cecchi, Shuyang Gao

* To appear in the proceedings of conference, AAAI-19 

  Access Paper or Ask Questions

Dialogue Modeling Via Hash Functions

Oct 18, 2018
Sahil Garg, Irina Rish, Guillermo Cecchi, Shuyang Gao, Palash Goyal, Sarik Ghazarian, Greg Ver Steeg, Aram Galstyan

* Presented at IJCAI-ICML 2018 Workshops. The paper is revised significantly with an addition of elaborate experimental analysis 

  Access Paper or Ask Questions

Auto-Encoding Total Correlation Explanation

Feb 16, 2018
Shuyang Gao, Rob Brekelmans, Greg Ver Steeg, Aram Galstyan

  Access Paper or Ask Questions

Sifting Common Information from Many Variables

Jun 16, 2017
Greg Ver Steeg, Shuyang Gao, Kyle Reing, Aram Galstyan

* In Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI-17). 8 pages, 7 figures. v4: Typos 

  Access Paper or Ask Questions

Variational Information Maximization for Feature Selection

Jun 09, 2016
Shuyang Gao, Greg Ver Steeg, Aram Galstyan

* 15 pages, 9 figures 

  Access Paper or Ask Questions

The DARPA Twitter Bot Challenge

Apr 21, 2016
V. S. Subrahmanian, Amos Azaria, Skylar Durst, Vadim Kagan, Aram Galstyan, Kristina Lerman, Linhong Zhu, Emilio Ferrara, Alessandro Flammini, Filippo Menczer, Andrew Stevens, Alexander Dekhtyar, Shuyang Gao, Tad Hogg, Farshad Kooti, Yan Liu, Onur Varol, Prashant Shiralkar, Vinod Vydiswaran, Qiaozhu Mei, Tim Hwang

* Computer 49 (6), 38-46. IEEE, 2016 
* IEEE Computer Magazine, in press 

  Access Paper or Ask Questions

Understanding confounding effects in linguistic coordination: an information-theoretic approach

Aug 27, 2015
Shuyang Gao, Greg Ver Steeg, Aram Galstyan

* PLoS ONE 10(6): e0130167, 2015 

  Access Paper or Ask Questions

Efficient Estimation of Mutual Information for Strongly Dependent Variables

Mar 05, 2015
Shuyang Gao, Greg Ver Steeg, Aram Galstyan

* 13 pages, to appear in International Conference on Artificial Intelligence and Statistics (AISTATS) 2015 

  Access Paper or Ask Questions