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Planning 5G Networks for Rural Fixed Wireless Access


Oct 04, 2021
Andrew Lappalainen, Yuhao Zhang, Catherine Rosenberg

* 15 pages, 9 figures, 5 tables 

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RadGraph: Extracting Clinical Entities and Relations from Radiology Reports


Jun 28, 2021
Saahil Jain, Ashwin Agrawal, Adriel Saporta, Steven QH Truong, Du Nguyen Duong, Tan Bui, Pierre Chambon, Yuhao Zhang, Matthew P. Lungren, Andrew Y. Ng, Curtis P. Langlotz, Pranav Rajpurkar


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Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders


May 12, 2021
Chen Xu, Bojie Hu, Yanyang Li, Yuhao Zhang, shen huang, Qi Ju, Tong Xiao, Jingbo Zhu

* ACL 2021 

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Brain Tumors Classification for MR images based on Attention Guided Deep Learning Model


Apr 06, 2021
Yuhao Zhang, Shuhang Wang, Haoxiang Wu, Kejia Hu, Shufan Ji


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Certified Robustness to Programmable Transformations in LSTMs


Feb 15, 2021
Yuhao Zhang, Aws Albarghouthi, Loris D'Antoni


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Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation


Oct 20, 2020
Yasuhide Miura, Yuhao Zhang, Curtis P. Langlotz, Dan Jurafsky

* 13 pages, 3 figures 

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Contrastive Learning of Medical Visual Representations from Paired Images and Text


Oct 02, 2020
Yuhao Zhang, Hang Jiang, Yasuhide Miura, Christopher D. Manning, Curtis P. Langlotz


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Do Syntax Trees Help Pre-trained Transformers Extract Information?


Aug 20, 2020
Devendra Singh Sachan, Yuhao Zhang, Peng Qi, William Hamilton

* Code will be made available 

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Biomedical and Clinical English Model Packages in the Stanza Python NLP Library


Jul 29, 2020
Yuhao Zhang, Yuhui Zhang, Peng Qi, Christopher D. Manning, Curtis P. Langlotz

* Website: https://stanfordnlp.github.io/stanza/; demo page: http://stanza.run/bio 

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Learning Architectures from an Extended Search Space for Language Modeling


Jun 05, 2020
Yinqiao Li, Chi Hu, Yuhao Zhang, Nuo Xu, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li

* ACL 2020 

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Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations


Apr 30, 2020
Peng Qi, Yuhao Zhang, Christopher D. Manning


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Stanza: A Python Natural Language Processing Toolkit for Many Human Languages


Apr 23, 2020
Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton, Christopher D. Manning

* ACL2020 System Demonstration. First two authors contribute equally. Website: https://stanfordnlp.github.io/stanza 

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Robustness to Programmable String Transformations via Augmented Abstract Training


Feb 22, 2020
Yuhao Zhang, Aws Albarghouthi, Loris D'Antoni


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Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports


Nov 08, 2019
Yuhao Zhang, Derek Merck, Emily Bao Tsai, Christopher D. Manning, Curtis P. Langlotz


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Universal Dependency Parsing from Scratch


Jan 29, 2019
Peng Qi, Timothy Dozat, Yuhao Zhang, Christopher D. Manning

* In Proceedings of the CoNLL 2018 UD Shared Task. First three authors contributed roughly equally. Github repo: https://github.com/stanfordnlp/stanfordnlp Website: https://stanfordnlp.github.io/stanfordnlp/ 

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Learning to Summarize Radiology Findings


Oct 08, 2018
Yuhao Zhang, Daisy Yi Ding, Tianpei Qian, Christopher D. Manning, Curtis P. Langlotz

* EMNLP 2018 Workshop on Health Text Mining and Information Analysis (EMNLP-LOUHI). Code and pretrained model available at: https://github.com/yuhaozhang/summarize-radiology-findings 

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Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning


Oct 08, 2018
Xuan Wang, Yu Zhang, Xiang Ren, Yuhao Zhang, Marinka Zitnik, Jingbo Shang, Curtis Langlotz, Jiawei Han

* 7 pages, 4 figures 

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Graph Convolution over Pruned Dependency Trees Improves Relation Extraction


Sep 26, 2018
Yuhao Zhang, Peng Qi, Christopher D. Manning

* EMNLP 2018. Code available at: https://github.com/qipeng/gcn-over-pruned-trees 

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MULDEF: Multi-model-based Defense Against Adversarial Examples for Neural Networks


Aug 31, 2018
Siwakorn Srisakaokul, Zexuan Zhong, Yuhao Zhang, Wei Yang, Tao Xie


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Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search


May 21, 2018
Jinfeng Rao, Wei Yang, Yuhao Zhang, Ferhan Ture, Jimmy Lin


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Segmental Convolutional Neural Networks for Detection of Cardiac Abnormality With Noisy Heart Sound Recordings


Dec 06, 2016
Yuhao Zhang, Sandeep Ayyar, Long-Huei Chen, Ethan J. Li

* This work was finished in May 2016, and remains unpublished until December 2016 due to a request from the data provider 

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