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Natural Language for Human-Robot Collaboration: Problems Beyond Language Grounding


Oct 09, 2021
Seth Pate, Wei Xu, Ziyi Yang, Maxwell Love, Siddarth Ganguri, Lawson L. S. Wong

* 5 pages, 2 figures, Presented at AI-HRI symposium as part of AAAI-FSS 2021 (arXiv:2109.10836) 

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A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations


Sep 10, 2021
Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve

* Accepted to the 2021 Conference on Empirical Methods in Natural Language Processing 

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Universal Sentence Representation Learning with Conditional Masked Language Model


Dec 29, 2020
Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve

* preprint, updated license 

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Multi-Constitutive Neural Network for Large Deformation Poromechanics Problem


Oct 11, 2020
Qi Zhang, Yilin Chen, Ziyi Yang, Eric Darve

* Submitted to NeurIPS 2020 workshop on Machine Learning and the Physical Sciences 

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Select-ProtoNet: Learning to Select for Few-Shot Disease Subtype Prediction


Sep 03, 2020
Ziyi Yang, Jun Shu, Yong Liang, Deyu Meng, Zongben Xu

* 11 pages 

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Anomaly Detection with Domain Adaptation


Jun 05, 2020
Ziyi Yang, Iman Soltani Bozchalooi, Eric Darve


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Filtered Inner Product Projection for Multilingual Embedding Alignment


Jun 05, 2020
Vin Sachidananda, Ziyi Yang, Chenguang Zhu


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Memory Augmented Generative Adversarial Networks for Anomaly Detection


Feb 07, 2020
Ziyi Yang, Teng Zhang, Iman Soltani Bozchalooi, Eric Darve


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Regularized Cycle Consistent Generative Adversarial Network for Anomaly Detection


Jan 18, 2020
Ziyi Yang, Iman Soltani Bozchalooi, Eric Darve

* the 24th European Conference on Artificial Intelligence (ECAI 2020) 

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Make Lead Bias in Your Favor: A Simple and Effective Method for News Summarization


Jan 07, 2020
Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang

* 7 pages, 2 figures 

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TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising


Jan 06, 2020
Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve

* 10 pages, 3 figures 

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Embedding Imputation with Grounded Language Information


Jun 10, 2019
Ziyi Yang, Chenguang Zhu, Vin Sachidananda, Eric Darve


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Zero-training Sentence Embedding via Orthogonal Basis


Sep 30, 2018
Ziyi Yang, Chenguang Zhu, Weizhu Chen


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