Shu-Yang Gao

Most-cited papers

The DARPA Twitter Bot Challenge
V. Subrahmanian, Amos Azaria, Skylar Durst, Vadim Kagan +18 more
2016Computer412 citations Open access
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Invariant Representations without Adversarial Training
Daniel Moyer, Shu-Yang Gao, Rob Brekelmans, A. Galstyan +1 more
2018Neural Information Processing Systems255 citations
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MultiWOZ 2.
Mihail Eric, Rahul Goel, Shachi Paul, Adarsh Kumar +5 more
2019224 citations
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Efficient Estimation of Mutual Information for Strongly Dependent Variables
Shu-Yang Gao, G. V. Steeg, A. Galstyan
2014International Conference on Artificial Intelligence and Statistics222 citations
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MultiWOZ 2.1: Multi-Domain Dialogue State Corrections and State Tracking Baselines
Mihail Eric, Rahul Goel, Shachi Paul, Adarsh Kumar +6 more
2019arXiv.org192 citations
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Dialog State Tracking: A Neural Reading Comprehension Approach
Shu-Yang Gao, Abhishek Sethi, Sanchit Agarwal, Tagyoung Chung +1 more
2019SIGDIAL Conferences170 citations Open access
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Hashtags and information virality in networked social movement: Examining hashtag co-occurrence patterns
Rong Wang, Wen-Lin Liu, Shu-Yang Gao
2016Online information review (Print)124 citations
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Auto-Encoding Total Correlation Explanation
Shu-Yang Gao, Rob Brekelmans, G. V. Steeg, A. Galstyan
2018International Conference on Artificial Intelligence and Statistics85 citations
Semantic Scholar
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap
Shu-Yang Gao, Sanchit Agarwal, Di Jin, Tagyoung Chung +1 more
2020NLP4CONVAI74 citations Open access
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MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension
Di Jin, Shu-Yang Gao, Jiun-Yu Kao, Tagyoung Chung +1 more
2019AAAI Conference on Artificial Intelligence73 citations Open access
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Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents
Nikolaos Malandrakis, Minmin Shen, Anuj Goyal, Shu-Yang Gao +2 more
2019Conference on Empirical Methods in Natural Language Processing59 citations Open access
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Variational Information Maximization for Feature Selection
Shu-Yang Gao, G. V. Steeg, A. Galstyan
2016Neural Information Processing Systems53 citations
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Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE
Junya Chen, Zhe Gan, Xuan Li, Qing Guo +9 more
2021arXiv.org33 citations
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Estimating Mutual Information by Local Gaussian Approximation
Shu-Yang Gao, G. V. Steeg, A. Galstyan
2015Conference on Uncertainty in Artificial Intelligence32 citations
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Towards Textual Out-of-Domain Detection Without In-Domain Labels
Di Jin, Shu-Yang Gao, Seokhwan Kim, Yang Liu +1 more
2022IEEE/ACM Transactions on Audio Speech and Language Processing27 citations Open access
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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 +27 more
2021North American Chapter of the Association for Computational Linguistics27 citations Open access
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GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference Resolution
Danfeng Guo, Arpit Gupta, Sanchit Agarwal, Jiun-Yu Kao +5 more
2022International Conference on Computational Linguistics22 citations
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Few Shot Dialogue State Tracking using Meta-learning
Saket Dingliwal, Shu-Yang Gao, Sanchit Agarwal, Chien-Wei Lin +2 more
2021Conference of the European Chapter of the Association for Computational Linguistics21 citations Open access
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Context-Situated Pun Generation
Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Shu-Yang Gao +4 more
2022Conference on Empirical Methods in Natural Language Processing14 citations Open access
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Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning
Mingyu Derek Ma, Jiun-Yu Kao, Shu-Yang Gao, Arpit Gupta +3 more
2023Interspeech12 citations Open access
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Forecasting violent events in the Middle East and North Africa using the Hidden Markov Model and regularized autoregressive models
K. T. Hossain, Shu-Yang Gao, Brendan Kennedy, A. Galstyan +1 more
2018The Journal of Defence Modeling and Simulation: Applications, Methodology, Technology10 citations Open access
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Kernelized Hashcode Representations for Relation Extraction
S. Garg, A. Galstyan, G. V. Steeg, I. Rish +2 more
2017AAAI Conference on Artificial Intelligence10 citations Open access
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Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI
Tsung-Hsien Wen, Asli Celikyilmaz, Zhou Yu, U. Davis +496 more
20209 citations Open access
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Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems
Di Jin, Shu-Yang Gao, Seokhwan Kim, Yang Liu +1 more
2021NLP4CONVAI8 citations Open access
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Sifting Common Information from Many Variables
G. V. Steeg, Shu-Yang Gao, Kyle Reing, A. Galstyan
2016International Joint Conference on Artificial Intelligence8 citations Open access
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Evading the Adversary in Invariant Representation
Daniel Moyer, Shu-Yang Gao, Rob Brekelmans, G. V. Steeg +1 more
2018Neural Information Processing Systems7 citations
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Modeling Dialogues with Hashcode Representations: A Nonparametric Approach
S. Garg, I. Rish, G. Cecchi, Palash Goyal +4 more
2020AAAI Conference on Artificial Intelligence5 citations Open access
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Understanding Confounding Effects in Linguistic Coordination: An Information-Theoretic Approach
Shu-Yang Gao, Greg Ver Steeg, A. Galstyan
2014PLoS ONE4 citations Open access
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Building Goal-Oriented Dialogue Systems with Situated Visual Context
Sanchit Agarwal, Jan Jezabek, Arijit Biswas, E. Barut +2 more
2021AAAI Conference on Artificial Intelligence2 citations Open access
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Modeling Psychotherapy Dialogues with Kernelized Hashcode Representations: A Nonparametric Information-Theoretic Approach.
S. Garg, I. Rish, G. Cecchi, Palash Goyal +4 more
20182 citations
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Kernelized Hashcode Representations for Biomedical Relation Extraction
S. Garg, A. Galstyan, G. V. Steeg, I. Rish +2 more
2017AAAI Conference on Artificial Intelligence1 citations
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Efficient Representation for Natural Language Processing via Kernelized Hashcodes
S. Garg, A. Galstyan, I. Rish, G. Cecchi +1 more
2017arXiv.org1 citations
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Explaining Away Stylistic Coordination in Dialogues
Shu-Yang Gao, G. V. Steeg, A. Galstyan
20131 citations
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Dialogue Modeling Via Hash Functions
S. Garg, G. Cecchi, I. Rish, Shu-Yang Gao +4 more
2018LaCATODA@IJCAI0 citations
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Infogain-Driven Dialogue Modeling with Hashcode Representations
S. Garg, I. Rish, G. Cecchi, Sarik Ghazarian +4 more
20180 citations
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