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ORCIDYonghui Wu
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2025
[j66]Hao Ling, Tengfei Wu, Yonghui Wu, Zheng Liu, Lihua Zhang, Xiaorong Lv:
Optimization of motion strategy for a micro multi-functional chassis based on RBF neural network in intercropping mode. Comput. Electron. Agric. 235: 110316 (2025)- [j65]Yonghui Wu
, Huaqing Li, Chuandong Li, Qingguo Lü:
Edge-based time-dynamic event triggered consensus control for multi-agent systems with disconnected switching topologies. J. Frankl. Inst. 362(3): 107495 (2025) - [j64]Qianqian Xie, Qingyu Chen, Aokun Chen, Cheng Peng, Yan Hu, Fongci Lin, Xueqing Peng, Jimin Huang, Jeffrey Zhang, Vipina Kuttichi Keloth, Xinyu Zhou, Lingfei Qian, Huan He, Dennis L. Shung, Lucila Ohno-Machado, Yonghui Wu, Hua Xu, Jiang Bian:
Medical foundation large language models for comprehensive text analysis and beyond. npj Digit. Medicine 8(1) (2025) - [c133]Lu Li, Tianyu Zhang, Zhiqi Bu, Suyuchen Wang, Huan He, Jie Fu, Yonghui Wu, Jiang Bian, Yong Chen, Yoshua Bengio:
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation. ICLR 2025 - [i101]Qiying Yu, Zheng Zhang, Ruofei Zhu, Yufeng Yuan, Xiaochen Zuo, Yu Yue, Tiantian Fan, Gaohong Liu, Lingjun Liu, Xin Liu, Haibin Lin, Zhiqi Lin, Bole Ma, Guangming Sheng, Yuxuan Tong, Chi Zhang, Mofan Zhang, Wang Zhang, Hang Zhu, Jinhua Zhu, Jiaze Chen, Jiangjie Chen, Chengyi Wang, Hongli Yu, Weinan Dai, Yuxuan Song, Xiangpeng Wei, Hao Zhou, Jingjing Liu, Wei-Ying Ma, Ya-Qin Zhang, Lin Yan, Mu Qiao, Yonghui Wu, Mingxuan Wang:
DAPO: An Open-Source LLM Reinforcement Learning System at Scale. CoRR abs/2503.14476 (2025) - [i100]Wenyuan Xu, Xiaochen Zuo, Chao Xin, Yu Yue, Lin Yan, Yonghui Wu:
A Unified Pairwise Framework for RLHF: Bridging Generative Reward Modeling and Policy Optimization. CoRR abs/2504.04950 (2025) - [i99]Yu Yue, Yufeng Yuan, Qiying Yu, Xiaochen Zuo, Ruofei Zhu, Wenyuan Xu, Jiaze Chen, Cheng-Xiang Wang, Tiantian Fan, Zhengyin Du, Xiangpeng Wei, Xiangyu Yu, Gaohong Liu, Juncai Liu, Lingjun Liu, Haibin Lin, Zhiqi Lin, Bole Ma, Chi Zhang, Mofan Zhang, Wang Zhang, Hang Zhu, Ru Zhang, Xin Liu, Mingxuan Wang, Yonghui Wu, Lin Yan:
VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks. CoRR abs/2504.05118 (2025) - 2024
- [j63]Yonghui Wu, Qingwen Liu, Tianyi Lyu, Mingqing Liu, Mengyuan Xu, Wen Fang, Shuaifan Xia:
Pedestrian and Vehicle Area Positioning With Multiple UWB Signals. IEEE Internet Things J. 11(19): 30875-30886 (2024) - [j62]Cheng Peng, Xi Yang, Aokun Chen, Zehao Yu, Kaleb E. Smith, Anthony B. Costa, Mona G. Flores, Jiang Bian, Yonghui Wu:
Generative large language models are all-purpose text analytics engines: text-to-text learning is all your need. J. Am. Medical Informatics Assoc. 31(9): 1892-1903 (2024) - [j61]Cheng Peng, Xi Yang, Kaleb E. Smith, Zehao Yu, Aokun Chen, Jiang Bian, Yonghui Wu:
Model tuning or prompt Tuning? a study of large language models for clinical concept and relation extraction. J. Biomed. Informatics 153: 104630 (2024) - [j60]Zehao Yu, Cheng Peng, Xi Yang, Chong Dang, Prakash Adekkanattu, Braja Gopal Patra, Yifan Peng, Jyotishman Pathak, Debbie L. Wilson, Ching-Yuan Chang, Wei-Hsuan Lo-Ciganic, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu:
Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias. J. Biomed. Informatics 153: 104642 (2024) - [j59]Shuang Yang, Xi Yang, Tianchen Lyu, James L. Huang, Aokun Chen, Xing He, Dejana Braithwaite, Hiren J. Mehta, Yonghui Wu, Yi Guo, Jiang Bian:
Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports of Lung Cancer Screening Patients Using Transformer Models. J. Heal. Informatics Res. 8(3): 463-477 (2024) - [j58]Prakash Adekkanattu, Al'ona Furmanchuk, Yonghui Wu, Aman Pathak, Braja Gopal Patra, Sarah Bost, Destinee Morrow, Grace Hsin-Min Wang, Yuyang Yang, Noah James Forrest, Yuan Luo, Theresa L. Walunas, Wei-Hsuan Lo-Ciganic, Walid Gelad, Jiang Bian, Yuhua Bao, Mark G. Weiner, David W. Oslin, Jyotishman Pathak:
Deep learning for identifying personal and family history of suicidal thoughts and behaviors from EHRs. npj Digit. Medicine 7(1) (2024) - [j57]Yonghui Wu, Chuandong Li, Huaqing Li:
Explicit Performance Containment Control for Multiagent Systems With Leaders Bounded Unknown Input by Hybrid Time-Event Triggered Mechanism. IEEE Trans. Aerosp. Electron. Syst. 60(4): 4377-4389 (2024) - [j56]Xuemei Xie, Yonghui Wu, Cristina Blanco González-Tejero:
How Responsible Innovation Builds Business Network Resilience to Achieve Sustainable Performance During Global Outbreaks: An Extended Resource-Based View. IEEE Trans. Engineering Management 71: 12194-12208 (2024) - [c132]Mengxian Lyu, Cheng Peng, Daniel Paredes, Ziyi Chen, Aokun Chen, Jiang Bian, Yonghui Wu:
UF-HOBI at "Discharge Me!": A Hybrid Solution for Discharge Summary Generation Through Prompt-based Tuning of GatorTronGPT Models. BioNLP@ACL 2024: 685-695 - [c131]Yonghui Wu, Juan Zhou:
Constructions of Teaching Materials, Curriculums, and the Teaching System Cross-Region for "Solving Problems by Programming". COCOON (3) 2024: 24-29 - [c130]Ahmad Idrissi-Yaghir, Amin Dada, Henning Schäfer, Kamyar Arzideh, Giulia Baldini, Jan Trienes, Max Hasin, Jeanette Bewersdorff, Cynthia S. Schmidt, Marie Bauer, Kaleb E. Smith, Jiang Bian, Yonghui Wu, Jörg Schlötterer, Torsten Zesch, Peter A. Horn, Christin Seifert, Felix Nensa, Jens Kleesiek, Christoph M. Friedrich:
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding. LREC/COLING 2024: 3654-3665 - [c129]Aokun Chen, Daniel Paredes, Zehao Yu, Xiwei Lou, Roberta Brunson, Jamie N. Thomas, Kimberly A. Martinez, Robert J. Lucero, Tanja Magoc, Laurence M. Solberg, Urszula Alina Snigurska, Sarah E. Ser, Mattia Prosperi, Jiang Bian, Ragnhildur I. Bjarnadottir, Yonghui Wu:
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing. ICHI 2024: 305-311 - [c128]Ragnhildur I. Bjarnadottir, Yonghui Wu, Urszula Alina Snigurska, Sarah E. Ser, Laurence M. Solberg, Kimberly A. Martinez, Summer Bolin, Shannon E. Dwarica, Elizabeth Dunn, Laurie J. D. Duckworth, Xiwei Lou, Daniel Paredes, Zehao Yu, Robert J. Lucero:
Unveiling Fall Risk Factors: Nurse-Driven Corpus Development for Natural Language Processing. Nursing Informatics 2024: 373-378 - [i98]Qianqian Xie, Qingyu Chen, Aokun Chen, Cheng Peng, Yan Hu, Fongci Lin, Xueqing Peng, Jimin Huang, Jeffrey Zhang, Vipina Kuttichi Keloth, Xingyu Zhou, Huan He, Lucila Ohno-Machado, Yonghui Wu, Hua Xu, Jiang Bian:
Me LLaMA: Foundation Large Language Models for Medical Applications. CoRR abs/2402.12749 (2024) - [i97]Aokun Chen, Qian Li, Yu Huang, Yongqiu Li, Yu-Neng Chuang, Xia Hu, Serena Guo, Yonghui Wu, Yi Guo, Jiang Bian:
Feasibility of Identifying Factors Related to Alzheimer's Disease and Related Dementia in Real-World Data. CoRR abs/2402.15515 (2024) - [i96]Ziyi Chen, Mengyuan Zhang, Mustafa Mohammed Ahmed, Yi Guo, Thomas J. George, Jiang Bian, Yonghui Wu:
Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart Failure. CoRR abs/2403.11425 (2024) - [i95]Cheng Peng, Zehao Yu, Kaleb E. Smith, Wei-Hsuan Lo-Ciganic, Jiang Bian, Yonghui Wu:
Improving Generalizability of Extracting Social Determinants of Health Using Large Language Models through Prompt-tuning. CoRR abs/2403.12374 (2024) - [i94]Mengxian Lyu, Cheng Peng, Xiaohan Li, Patrick Balian, Jiang Bian, Yonghui Wu:
Automatic Summarization of Doctor-Patient Encounter Dialogues Using Large Language Model through Prompt Tuning. CoRR abs/2403.13089 (2024) - [i93]Ahmad Idrissi-Yaghir, Amin Dada, Henning Schäfer, Kamyar Arzideh, Giulia Baldini, Jan Trienes, Max Hasin, Jeanette Bewersdorff, Cynthia S. Schmidt, Marie Bauer, Kaleb E. Smith, Jiang Bian, Yonghui Wu, Jörg Schlötterer, Torsten Zesch, Peter A. Horn, Christin Seifert, Felix Nensa, Jens Kleesiek, Christoph M. Friedrich:
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding. CoRR abs/2404.05694 (2024) - [i92]Ricardo Loor-Torres, Yuqi Wu, Esteban Cabezas, Mariana Borras, David Toro-Tobon, Mayra Durán, Misk Al Zahidy, Maria Mateo Chavez, Cristian Soto Jacome, Jungwei W. Fan, Naykky M. Singh Ospina, Yonghui Wu, Juan P. Brito:
Use of natural language processing to extract and classify papillary thyroid cancer features from surgical pathology reports. CoRR abs/2406.00015 (2024) - [i91]Lu Li, Tianyu Zhang, Zhiqi Bu, Suyuchen Wang, Huan He, Jie Fu, Yonghui Wu, Jiang Bian, Yong Chen, Yoshua Bengio:
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation. CoRR abs/2406.07529 (2024) - [i90]Mengxian Lyu, Cheng Peng, Daniel Paredes, Ziyi Chen, Aokun Chen, Jiang Bian, Yonghui Wu:
UF-HOBI at "Discharge Me!": A Hybrid Solution for Discharge Summary Generation Through Prompt-based Tuning of GatorTronGPT Models. CoRR abs/2407.15359 (2024) - 2023
- [j55]Yonghui Wu, Hao Zhang, Zhuping Wang:
A robust hybrid triggered mechanism for consensus control of multi-agent systems under directed graphs. Autom. 154: 111073 (2023) - [j54]Zhaoyi Chen, Hansi Zhang, Xi Yang, Songzi Wu, Xing He, Jie Xu, Jingchuan Guo, Mattia Prosperi, Fei Wang, Hua Xu, Yong Chen, Hui Hu, Steven DeKosky, Matthew Farrer, Yi Guo, Yonghui Wu, Jiang Bian:
Assess the documentation of cognitive tests and biomarkers in electronic health records via natural language processing for Alzheimer's disease and related dementias. Int. J. Medical Informatics 170: 104973 (2023) - [j53]Siru Liu, Allison B. McCoy, Melinda C. Aldrich, Kim L. Sandler, Thomas J. Reese, Bryan D. Steitz, Jiang Bian, Yonghui Wu, Elise M. Russo, Adam Wright:
Leveraging natural language processing to identify eligible lung cancer screening patients with the electronic health record. Int. J. Medical Informatics 177: 105136 (2023) - [j52]Hieu Pham, Zihang Dai, Golnaz Ghiasi, Kenji Kawaguchi, Hanxiao Liu, Adams Wei Yu, Jiahui Yu, Yi-Ting Chen, Minh-Thang Luong, Yonghui Wu, Mingxing Tan, Quoc V. Le:
Combined scaling for zero-shot transfer learning. Neurocomputing 555: 126658 (2023) - [j51]Cheng Peng, Xi Yang, Zehao Yu, Jiang Bian, William R. Hogan, Yonghui Wu:
Clinical concept and relation extraction using prompt-based machine reading comprehension. J. Am. Medical Informatics Assoc. 30(9): 1486-1493 (2023) - [j50]Piaopiao Li, Tianchen Lyu, Khalid Alkhuzam, Eliot Spector, William T. Donahoo, Sarah Bost, Yonghui Wu, William R. Hogan, Mattia Prosperi, Desmond A. Schatz, Mark A Atkinson, Michael J. Haller, Elizabeth A. Shenkman, Yi Guo, Jiang Bian, Hui Shao:
The role of health system penetration rate in estimating the prevalence of type 1 diabetes in children and adolescents using electronic health records. J. Am. Medical Informatics Assoc. 31(1): 165-173 (2023) - [j49]Aokun Chen, Zehao Yu, Xi Yang, Yi Guo, Jiang Bian, Yonghui Wu:
Contextualized medication information extraction using Transformer-based deep learning architectures. J. Biomed. Informatics 142: 104370 (2023) - [j48]Cheng Peng, Xi Yang, Aokun Chen, Kaleb E. Smith, Nima M. Pournejatian, Anthony B. Costa, Cheryl Martin, Mona G. Flores, Ying Zhang, Tanja Magoc, Gloria P. Lipori, Duane A. Mitchell, Naykky Singh Ospina, Mustafa M. Ahmed, William R. Hogan, Elizabeth A. Shenkman, Yi Guo, Jiang Bian, Yonghui Wu:
A study of generative large language model for medical research and healthcare. npj Digit. Medicine 6 (2023) - [j47]Yonghui Wu, Hao Zhang, Zhuping Wang, Changzhu Zhang, Chao Huang:
Output Consensus of Heterogeneous Linear Multiagent Systems With Directed Graphs via Adaptive Dynamic Event-Triggered Mechanism. IEEE Trans. Cybern. 53(7): 4606-4618 (2023) - [c127]Yonghui Wu, Yiwei Liu, Shaowei Zhen, Yanliang Li, Yikang Li, Jia-Ning Zhang, Yi Ou, Bo Zhang:
A High Precision Capacitive Isolation Amplifier for Current Sensing Applications. ASICON 2023: 1-3 - [c126]Mingqiu Wang, Wei Han, Izhak Shafran, Zelin Wu, Chung-Cheng Chiu, Yuan Cao, Nanxin Chen, Yu Zhang, Hagen Soltau, Paul K. Rubenstein, Lukas Zilka, Dian Yu, Golan Pundak, Nikhil Siddhartha, Johan Schalkwyk, Yonghui Wu:
SLM: Bridge the Thin Gap Between Speech and Text Foundation Models. ASRU 2023: 1-8 - [c125]Junjie Ke, Keren Ye, Jiahui Yu, Yonghui Wu, Peyman Milanfar, Feng Yang:
VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining. CVPR 2023: 10041-10051 - [c124]Amin Dada, Aokun Chen, Cheng Peng, Kaleb E. Smith, Ahmad Idrissi-Yaghir, Constantin Seibold, Jianning Li, Lars Heiliger, Christoph M. Friedrich, Daniel Truhn, Jan Egger, Jiang Bian, Jens Kleesiek, Yonghui Wu:
On the Impact of Cross-Domain Data on German Language Models. EMNLP (Findings) 2023: 13801-13813 - [c123]Jeffrey Zhao, Yuan Cao, Raghav Gupta, Harrison Lee, Abhinav Rastogi, Mingqiu Wang, Hagen Soltau, Izhak Shafran, Yonghui Wu:
AnyTOD: A Programmable Task-Oriented Dialog System. EMNLP 2023: 16189-16204 - [c122]Aokun Chen, Qian Li, Elizabeth Shenkman, Yonghui Wu, Yi Guo, Jiang Bian:
Exploring the Effect of Eligibility Criteria on AD Severity and Severe Adverse Event in Eligible Patients. ICHI 2023: 756-759 - [c121]Zheng Feng, Zhaoyi Chen, Yi Guo, Mattia Prosperi, Hiren J. Mehta, Dejana Braithwaite, Yonghui Wu, Jiang Bian:
Real-World Effectiveness of Lung Cancer Screening Using Deep Learning-Based Counterfactual Prediction. MedInfo 2023: 419-423 - [i89]Yu Zhang, Wei Han, James Qin, Yongqiang Wang, Ankur Bapna, Zhehuai Chen, Nanxin Chen, Bo Li, Vera Axelrod, Gary Wang, Zhong Meng, Ke Hu, Andrew Rosenberg, Rohit Prabhavalkar, Daniel S. Park, Parisa Haghani, Jason Riesa, Ginger Perng, Hagen Soltau, Trevor Strohman, Bhuvana Ramabhadran, Tara N. Sainath, Pedro J. Moreno, Chung-Cheng Chiu, Johan Schalkwyk, Françoise Beaufays, Yonghui Wu:
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages. CoRR abs/2303.01037 (2023) - [i88]Aokun Chen, Zehao Yu, Xi Yang, Yi Guo, Jiang Bian, Yonghui Wu:
Contextualized Medication Information Extraction Using Transformer-based Deep Learning Architectures. CoRR abs/2303.08259 (2023) - [i87]Cheng Peng, Xi Yang, Zehao Yu, Jiang Bian, William R. Hogan, Yonghui Wu:
Clinical Concept and Relation Extraction Using Prompt-based Machine Reading Comprehension. CoRR abs/2303.08262 (2023) - [i86]Junjie Ke, Keren Ye, Jiahui Yu, Yonghui Wu, Peyman Milanfar, Feng Yang:
VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining. CoRR abs/2303.14302 (2023) - [i85]Aokun Chen, Daniel Paredes, Zehao Yu, Xiwei Lou, Roberta Brunson, Jamie N. Thomas, Kimberly A. Martinez, Robert J. Lucero, Tanja Magoc, Laurence M. Solberg, Urszula Alina Snigurska, Sarah E. Ser, Mattia Prosperi, Jiang Bian, Ragnhildur I. Bjarnadottir, Yonghui Wu:
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing. CoRR abs/2304.00111 (2023) - [i84]Aman Pathak, Zehao Yu, Daniel Paredes, Elio Paul Monsour, Andrea Ortiz Rocha, Juan P. Brito, Naykky Singh Ospina, Yonghui Wu:
Extracting Thyroid Nodules Characteristics from Ultrasound Reports Using Transformer-based Natural Language Processing Methods. CoRR abs/2304.00115 (2023) - [i83]Cheng Peng, Xi Yang, Aokun Chen, Kaleb E. Smith, Nima M. Pournejatian, Anthony B. Costa, Cheryl Martin, Mona G. Flores, Ying Zhang, Tanja Magoc, Gloria P. Lipori, Duane A. Mitchell, Naykky Singh Ospina, Mustafa M. Ahmed, William R. Hogan, Elizabeth Shenkman, Yi Guo, Jiang Bian, Yonghui Wu:
A Study of Generative Large Language Model for Medical Research and Healthcare. CoRR abs/2305.13523 (2023) - [i82]Nanxin Chen, Izhak Shafran, Yu Zhang, Chung-Cheng Chiu, Hagen Soltau, James Qin, Yonghui Wu:
Efficient Adapters for Giant Speech Models. CoRR abs/2306.08131 (2023) - [i81]Mingqiu Wang, Wei Han, Izhak Shafran, Zelin Wu, Chung-Cheng Chiu, Yuan Cao, Yongqiang Wang, Nanxin Chen, Yu Zhang, Hagen Soltau, Paul K. Rubenstein, Lukas Zilka, Dian Yu, Zhong Meng, Golan Pundak, Nikhil Siddhartha, Johan Schalkwyk, Yonghui Wu:
SLM: Bridge the thin gap between speech and text foundation models. CoRR abs/2310.00230 (2023) - [i80]Cheng Peng, Xi Yang, Kaleb E. Smith, Zehao Yu, Aokun Chen, Jiang Bian, Yonghui Wu:
Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction. CoRR abs/2310.06239 (2023) - [i79]Amin Dada, Aokun Chen, Cheng Peng, Kaleb E. Smith, Ahmad Idrissi-Yaghir, Constantin Marc Seibold, Jianning Li, Lars Heiliger, Xi Yang, Christoph M. Friedrich, Daniel Truhn, Jan Egger, Jiang Bian, Jens Kleesiek, Yonghui Wu:
On the Impact of Cross-Domain Data on German Language Models. CoRR abs/2310.07321 (2023) - [i78]Cheng Peng, Xi Yang, Aokun Chen, Zehao Yu, Kaleb E. Smith, Anthony B. Costa, Mona G. Flores, Jiang Bian, Yonghui Wu:
Generative Large Language Models Are All-purpose Text Analytics Engines: Text-to-text Learning Is All Your Need. CoRR abs/2312.06099 (2023) - [i77]Rohan Anil, Sebastian Borgeaud, Yonghui Wu, Jean-Baptiste Alayrac, Jiahui Yu, Radu Soricut, Johan Schalkwyk, Andrew M. Dai, Anja Hauth, Katie Millican, David Silver, Slav Petrov, Melvin Johnson, Ioannis Antonoglou, Julian Schrittwieser, Amelia Glaese, Jilin Chen, Emily Pitler, Timothy P. Lillicrap, Angeliki Lazaridou, Orhan Firat, James Molloy, Michael Isard, Paul Ronald Barham, Tom Hennigan, Benjamin Lee, Fabio Viola, Malcolm Reynolds, Yuanzhong Xu, Ryan Doherty, Eli Collins, Clemens Meyer, Eliza Rutherford, Erica Moreira, Kareem Ayoub, Megha Goel, George Tucker, Enrique Piqueras, Maxim Krikun, Iain Barr, Nikolay Savinov, Ivo Danihelka, Becca Roelofs, Anaïs White, Anders Andreassen, Tamara von Glehn, Lakshman Yagati, Mehran Kazemi, Lucas Gonzalez, Misha Khalman, Jakub Sygnowski, et al.:
Gemini: A Family of Highly Capable Multimodal Models. CoRR abs/2312.11805 (2023) - 2022
- [j46]Yunpeng Zhao, Xing He, Zheng Feng, Sarah Bost, Mattia Prosperi, Yonghui Wu, Yi Guo, Jiang Bian:
Biases in using social media data for public health surveillance: A scoping review. Int. J. Medical Informatics 164: 104804 (2022) - [j45]Yu Zhang, Daniel S. Park, Wei Han, James Qin, Anmol Gulati, Joel Shor, Aren Jansen, Yuanzhong Xu, Yanping Huang, Shibo Wang, Zongwei Zhou, Bo Li, Min Ma, William Chan, Jiahui Yu, Yongqiang Wang, Liangliang Cao, Khe Chai Sim, Bhuvana Ramabhadran, Tara N. Sainath, Françoise Beaufays, Zhifeng Chen, Quoc V. Le, Chung-Cheng Chiu, Ruoming Pang, Yonghui Wu:
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition. IEEE J. Sel. Top. Signal Process. 16(6): 1519-1532 (2022) - [j44]Zehao Yu, Xi Yang, Gianna L. Sweeting, Yinghan Ma, Skylar E. Stolte, Ruogu Fang, Yonghui Wu:
Identify diabetic retinopathy-related clinical concepts and their attributes using transformer-based natural language processing methods. BMC Medical Informatics Decis. Mak. 22-S(3): 255 (2022) - [j43]Xi Yang, Aokun Chen, Nima M. Pournejatian, Hoo Chang Shin, Kaleb E. Smith, Christopher Parisien, Colin Compas, Cheryl Martin, Anthony B. Costa, Mona G. Flores, Ying Zhang, Tanja Magoc, Christopher A. Harle, Gloria P. Lipori, Duane A. Mitchell, William R. Hogan, Elizabeth A. Shenkman, Jiang Bian, Yonghui Wu:
A large language model for electronic health records. npj Digit. Medicine 5 (2022) - [j42]Yonghui Wu, Hao Zhang, Zhuping Wang, Chao Huang:
Distributed Event-Triggered Consensus of General Linear Multiagent Systems Under Directed Graphs. IEEE Trans. Cybern. 52(1): 608-619 (2022) - [j41]Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu:
CoCa: Contrastive Captioners are Image-Text Foundation Models. Trans. Mach. Learn. Res. 2022 (2022) - [j40]Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu:
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation. Trans. Mach. Learn. Res. 2022 (2022) - [j39]Yonghui Wu, Hao Zhang, Zhuping Wang, Changzhu Zhang, Chao Huang:
Leader-Following and Leaderless Consensus of Linear Multiagent Systems Under Directed Graphs by Double Dynamic Event-Triggered Mechanism. IEEE Trans. Syst. Man Cybern. Syst. 52(10): 6426-6438 (2022) - [c120]Harrison Lee, Raghav Gupta, Abhinav Rastogi, Yuan Cao, Bin Zhang, Yonghui Wu:
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems. AAAI 2022: 10938-10946 - [c119]Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Weiran Wang, David Qiu, Chung-Cheng Chiu, Rohit Prabhavalkar, Alexander Gruenstein, Anmol Gulati, Bo Li, David Rybach, Emmanuel Guzman, Ian McGraw, James Qin, Krzysztof Choromanski, Qiao Liang, Robert David, Ruoming Pang, Shuo-Yiin Chang, Trevor Strohman, W. Ronny Huang, Wei Han, Yonghui Wu, Yu Zhang:
Improving The Latency And Quality Of Cascaded Encoders. ICASSP 2022: 8112-8116 - [c118]Zehao Yu, Xi Yang, Yiqing Chen, Ruogu Fang, William R. Hogan, Yan Gong, Yonghui Wu:
Identify Cancer Patients at Risk for Heart Failure using Electronic Health Record and Genetic Data. ICHI 2022: 138-142 - [c117]Shuang Yang, Xi Yang, Tianchen Lyu, Xing He, Dejana Braithwaite, Hiren J. Mehta, Yi Guo, Yonghui Wu, Jiang Bian:
A Preliminary Study of Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports Using Natural Language Processing. ICHI 2022: 618-619 - [c116]Jiahui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruoming Pang, James Qin, Alexander Ku, Yuanzhong Xu, Jason Baldridge, Yonghui Wu:
Vector-quantized Image Modeling with Improved VQGAN. ICLR 2022 - [c115]Chung-Cheng Chiu, James Qin, Yu Zhang, Jiahui Yu, Yonghui Wu:
Self-supervised learning with random-projection quantizer for speech recognition. ICML 2022: 3915-3924 - [c114]Nan Du, Yanping Huang, Andrew M. Dai, Simon Tong, Dmitry Lepikhin, Yuanzhong Xu, Maxim Krikun, Yanqi Zhou, Adams Wei Yu, Orhan Firat, Barret Zoph, Liam Fedus, Maarten P. Bosma, Zongwei Zhou, Tao Wang, Yu Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathleen S. Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc V. Le, Yonghui Wu, Zhifeng Chen, Claire Cui:
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts. ICML 2022: 5547-5569 - [c113]Lev Finkelstein, Heiga Zen, Norman Casagrande, Chun-an Chan, Ye Jia, Tom Kenter, Alexey Petelin, Jonathan Shen, Vincent Wan, Yu Zhang, Yonghui Wu, Rob Clark:
Training Text-To-Speech Systems From Synthetic Data: A Practical Approach For Accent Transfer Tasks. INTERSPEECH 2022: 4571-4575 - [c112]Paul Barham, Aakanksha Chowdhery, Jeff Dean, Sanjay Ghemawat, Steven Hand, Dan Hurt, Michael Isard, Hyeontaek Lim, Ruoming Pang, Sudip Roy, Brennan Saeta, Parker Schuh, Ryan Sepassi, Laurent El Shafey, Chandramohan A. Thekkath, Yonghui Wu:
Pathways: Asynchronous Distributed Dataflow for ML. MLSys 2022 - [c111]Raghav Gupta, Harrison Lee, Jeffrey Zhao, Yuan Cao, Abhinav Rastogi, Yonghui Wu:
Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue. NAACL-HLT 2022: 4541-4549 - [c110]Weilin Yang, Zhonghui Du, Yonghui Wu, Yi Tang:
Confusing Traffic against Intra-domain Webpage Fingerprinting Attacks. TrustCom 2022: 1249-1254 - [i76]Jeffrey Zhao, Raghav Gupta, Yuan Cao, Dian Yu, Mingqiu Wang, Harrison Lee, Abhinav Rastogi, Izhak Shafran, Yonghui Wu:
Description-Driven Task-Oriented Dialog Modeling. CoRR abs/2201.08904 (2022) - [i75]Chung-Cheng Chiu, James Qin, Yu Zhang, Jiahui Yu, Yonghui Wu:
Self-supervised Learning with Random-projection Quantizer for Speech Recognition. CoRR abs/2202.01855 (2022) - [i74]Xi Yang, Nima M. Pournejatian, Hoo Chang Shin, Kaleb E. Smith, Christopher Parisien, Colin Compas, Cheryl Martin, Mona G. Flores, Ying Zhang, Tanja Magoc, Christopher A. Harle, Gloria P. Lipori, Duane A. Mitchell, William R. Hogan, Elizabeth A. Shenkman, Jiang Bian, Yonghui Wu:
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records. CoRR abs/2203.03540 (2022) - [i73]Paul Barham, Aakanksha Chowdhery, Jeff Dean, Sanjay Ghemawat, Steven Hand, Dan Hurt, Michael Isard, Hyeontaek Lim, Ruoming Pang, Sudip Roy, Brennan Saeta, Parker Schuh, Ryan Sepassi, Laurent El Shafey, Chandramohan A. Thekkath, Yonghui Wu:
Pathways: Asynchronous Distributed Dataflow for ML. CoRR abs/2203.12533 (2022) - [i72]Raghav Gupta, Harrison Lee, Jeffrey Zhao, Abhinav Rastogi, Yuan Cao, Yonghui Wu:
Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue. CoRR abs/2204.04327 (2022) - [i71]Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu:
CoCa: Contrastive Captioners are Image-Text Foundation Models. CoRR abs/2205.01917 (2022) - [i70]Ankur Bapna, Isaac Caswell, Julia Kreutzer, Orhan Firat, Daan van Esch, Aditya Siddhant, Mengmeng Niu, Pallavi Baljekar, Xavier Garcia, Wolfgang Macherey, Theresa Breiner, Vera Axelrod, Jason Riesa, Yuan Cao, Mia Xu Chen, Klaus Macherey, Maxim Krikun, Pidong Wang, Alexander Gutkin, Apurva Shah, Yanping Huang, Zhifeng Chen, Yonghui Wu, Macduff Hughes:
Building Machine Translation Systems for the Next Thousand Languages. CoRR abs/2205.03983 (2022) - [i69]Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu:
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation. CoRR abs/2206.10789 (2022) - [i68]Aurko Roy, Rohan Anil, Guangda Lai, Benjamin Lee, Jeffrey Zhao, Shuyuan Zhang, Shibo Wang, Ye Zhang, Shen Wu, Rigel Swavely, Tao Yu, Phuong Dao, Christopher Fifty, Zhifeng Chen, Yonghui Wu:
N-Grammer: Augmenting Transformers with latent n-grams. CoRR abs/2207.06366 (2022) - [i67]Lev Finkelstein, Heiga Zen, Norman Casagrande, Chun-an Chan, Ye Jia, Tom Kenter, Alexey Petelin, Jonathan Shen, Vincent Wan, Yu Zhang, Yonghui Wu, Rob Clark:
Training Text-To-Speech Systems From Synthetic Data: A Practical Approach For Accent Transfer Tasks. CoRR abs/2208.13183 (2022) - [i66]Zehao Yu, Xi Yang, Chong Dang, Prakash Adekkanattu, Braja Gopal Patra, Yifan Peng, Jyotishman Pathak, Debbie L. Wilson, Ching-Yuan Chang, Wei-Hsuan Lo-Ciganic, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu:
SODA: A Natural Language Processing Package to Extract Social Determinants of Health for Cancer Studies. CoRR abs/2212.03000 (2022) - [i65]Shen Yan, Tao Zhu, Zirui Wang, Yuan Cao, Mi Zhang, Soham Ghosh, Yonghui Wu, Jiahui Yu:
Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners. CoRR abs/2212.04979 (2022) - [i64]Jeffrey Zhao, Yuan Cao, Raghav Gupta, Harrison Lee, Abhinav Rastogi, Mingqiu Wang, Hagen Soltau, Izhak Shafran, Yonghui Wu:
AnyTOD: A Programmable Task-Oriented Dialog System. CoRR abs/2212.09939 (2022) - 2021
- [j38]Xuemei Xie, Yonghui Wu, F. Javier Sendra García:
Gendered linguistic structures and the innovation performance of new ventures in emerging countries: the moderating effects of digitalisation and the entrepreneurial ecosystem. Int. J. Technol. Manag. 87(1): 46-77 (2021) - [j37]Braja Gopal Patra, Mohit Manoj Sharma, Veer Vekaria, Prakash Adekkanattu, Olga V. Patterson, Benjamin S. Glicksberg, Lauren A. Lepow, Euijung Ryu, Joanna M. Biernacka, Al'ona Furmanchuk, Thomas J. George, William R. Hogan, Yonghui Wu, Xi Yang, Jiang Bian, Myrna Weissman, Priya Wickramaratne, J. John Mann, Mark Olfson, Thomas R. Campion Jr., Mark G. Weiner, Jyotishman Pathak:
Extracting social determinants of health from electronic health records using natural language processing: a systematic review. J. Am. Medical Informatics Assoc. 28(12): 2716-2727 (2021) - [c109]Zehao Yu, Xi Yang, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu:
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models. AMIA 2021 - [c108]Hansi Zhang, Xi Yang, Thomas J. George, William R. Hogan, Jiang Bian, Yonghui Wu:
Developing an Ontology for Social and Behavioral Determinants of Health. AMIA 2021 - [c107]Yunpeng Zhao, Pengfei Yin, Yongqiu Li, Xing He, Jingcheng Du, Cui Tao, Yi Guo, Mattia Prosperi, Pierangelo Veltri, Xi Yang, Yonghui Wu, Jiang Bian:
Data and Model Biases in Social Media Analyses: A Case Study of COVID-19 Tweets. AMIA 2021 - [c106]Yu-An Chung, Yu Zhang, Wei Han, Chung-Cheng Chiu, James Qin, Ruoming Pang, Yonghui Wu:
w2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training. ASRU 2021: 244-250 - [c105]Shubo Tian, Arslan Erdengasileng, Xi Yang, Yi Guo, Yonghui Wu, Jinfeng Zhang, Jiang Bian, Zhe He:
Transformer-based named entity recognition for parsing clinical trial eligibility criteria. BCB 2021: 49:1-49:6 - [c104]Jeffrey Zhao, Mahdis Mahdieh, Ye Zhang, Yuan Cao, Yonghui Wu:
Effective Sequence-to-Sequence Dialogue State Tracking. EMNLP (1) 2021: 7486-7493 - [c103]Bo Li, Anmol Gulati, Jiahui Yu, Tara N. Sainath, Chung-Cheng Chiu, Arun Narayanan, Shuo-Yiin Chang, Ruoming Pang, Yanzhang He, James Qin, Wei Han, Qiao Liang, Yu Zhang, Trevor Strohman, Yonghui Wu:
A Better and Faster end-to-end Model for Streaming ASR. ICASSP 2021: 5634-5638 - [c102]Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Ye Jia, Ron J. Weiss, Yonghui Wu:
Parallel Tacotron: Non-Autoregressive and Controllable TTS. ICASSP 2021: 5709-5713 - [c101]Jiahui Yu, Chung-Cheng Chiu, Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, Arun Narayanan, Wei Han, Anmol Gulati, Yonghui Wu, Ruoming Pang:
FastEmit: Low-Latency Streaming ASR with Sequence-Level Emission Regularization. ICASSP 2021: 6004-6008 - [c100]Zehao Yu, Xi Yang, Gianna L. Sweeting, Yinghan Ma, Skylar E. Stolte, Ruogu Fang, Yonghui Wu:
Identify Diabetic Retinopathy-related Clinical Concepts Using Transformer-based Natural Language Processing Methods. ICHI 2021: 499-500 - [c99]Jiahui Yu, Wei Han, Anmol Gulati, Chung-Cheng Chiu, Bo Li, Tara N. Sainath, Yonghui Wu, Ruoming Pang:
Dual-mode ASR: Unify and Improve Streaming ASR with Full-context Modeling. ICLR 2021 - [c98]Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Ye Jia, R. J. Skerry-Ryan, Yonghui Wu:
Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling. Interspeech 2021: 141-145 - [c97]Ye Jia, Heiga Zen, Jonathan Shen, Yu Zhang, Yonghui Wu:
PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS. Interspeech 2021: 151-155 - [c96]Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu:
RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions. SLT 2021: 873-880 - [c95]Honglei Zhuang, Xuanhui Wang, Michael Bendersky, Alexander Grushetsky, Yonghui Wu, Petr Mitrichev, Ethan Sterling, Nathan Bell, Walker Ravina, Hai Qian:
Interpretable Ranking with Generalized Additive Models. WSDM 2021: 499-507 - [i63]Walker Ravina, Ethan Sterling, Olexiy Oryeshko, Nathan Bell, Honglei Zhuang, Xuanhui Wang, Yonghui Wu, Alexander Grushetsky:
Distilling Interpretable Models into Human-Readable Code. CoRR abs/2101.08393 (2021) - [i62]Ye Zhang, Yuan Cao, Mahdis Mahdieh, Jeffrey Zhao, Yonghui Wu:
Improving Longer-range Dialogue State Tracking. CoRR abs/2103.00109 (2021) - [i61]Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Ye Jia, R. J. Skerry-Ryan, Yonghui Wu:
Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling. CoRR abs/2103.14574 (2021) - [i60]Ye Jia, Heiga Zen, Jonathan Shen, Yu Zhang, Yonghui Wu:
PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS. CoRR abs/2103.15060 (2021) - [i59]Yuanzhong Xu, HyoukJoong Lee, Dehao Chen, Blake A. Hechtman, Yanping Huang, Rahul Joshi, Maxim Krikun, Dmitry Lepikhin, Andy Ly, Marcello Maggioni, Ruoming Pang, Noam Shazeer, Shibo Wang, Tao Wang, Yonghui Wu, Zhifeng Chen:
GSPMD: General and Scalable Parallelization for ML Computation Graphs. CoRR abs/2105.04663 (2021) - [i58]Xi Yang, Zehao Yu, Yi Guo, Jiang Bian, Yonghui Wu:
Clinical Relation Extraction Using Transformer-based Models. CoRR abs/2107.08957 (2021) - [i57]Zehao Yu, Xi Yang, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu:
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models. CoRR abs/2108.04949 (2021) - [i56]Yu-An Chung, Yu Zhang, Wei Han, Chung-Cheng Chiu, James Qin, Ruoming Pang, Yonghui Wu:
W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training. CoRR abs/2108.06209 (2021) - [i55]Jeffrey Zhao, Mahdis Mahdieh, Ye Zhang, Yuan Cao, Yonghui Wu:
Effective Sequence-to-Sequence Dialogue State Tracking. CoRR abs/2108.13990 (2021) - [i54]Yu Zhang, Daniel S. Park, Wei Han, James Qin, Anmol Gulati, Joel Shor, Aren Jansen, Yuanzhong Xu, Yanping Huang, Shibo Wang, Zongwei Zhou, Bo Li, Min Ma, William Chan, Jiahui Yu, Yongqiang Wang, Liangliang Cao, Khe Chai Sim, Bhuvana Ramabhadran, Tara N. Sainath, Françoise Beaufays, Zhifeng Chen, Quoc V. Le, Chung-Cheng Chiu, Ruoming Pang, Yonghui Wu:
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition. CoRR abs/2109.13226 (2021) - [i53]Jiahui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruoming Pang, James Qin, Alexander Ku, Yuanzhong Xu, Jason Baldridge, Yonghui Wu:
Vector-quantized Image Modeling with Improved VQGAN. CoRR abs/2110.04627 (2021) - [i52]Harrison Lee, Raghav Gupta, Abhinav Rastogi, Yuan Cao, Bin Zhang, Yonghui Wu:
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems. CoRR abs/2110.06800 (2021) - [i51]Nan Du, Yanping Huang, Andrew M. Dai, Simon Tong, Dmitry Lepikhin, Yuanzhong Xu, Maxim Krikun, Yanqi Zhou, Adams Wei Yu, Orhan Firat, Barret Zoph, Liam Fedus, Maarten Bosma, Zongwei Zhou, Tao Wang, Yu Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathy Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc V. Le, Yonghui Wu, Zhifeng Chen, Claire Cui:
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts. CoRR abs/2112.06905 (2021) - 2020
- [j36]Yunpeng Zhao, Yi Guo, Xing He, Yonghui Wu, Xi Yang, Mattia Prosperi, Yanghua Jin, Jiang Bian:
Assessing mental health signals among sexual and gender minorities using Twitter data. Health Informatics J. 26(2): 765-786 (2020) - [j35]David S. Lindberg, Mattia Prosperi, Ragnhildur I. Bjarnadottir, Jaime Thomas, Marsha Crane, Zhaoyi Chen, Kristen Shear, Laurence M. Solberg, Urszula Alina Snigurska, Yonghui Wu, Yunpeng Xia, Robert J. Lucero:
Identification of important factors in an inpatient fall risk prediction model to improve the quality of care using EHR and electronic administrative data: A machine-learning approach. Int. J. Medical Informatics 143: 104272 (2020) - [j34]Xi Yang, Jiang Bian, Ruogu Fang, Ragnhildur I. Bjarnadottir, William R. Hogan, Yonghui Wu:
Identifying relations of medications with adverse drug events using recurrent convolutional neural networks and gradient boosting. J. Am. Medical Informatics Assoc. 27(1): 65-72 (2020) - [j33]Xi Yang, Jiang Bian, William R. Hogan, Yonghui Wu:
Clinical concept extraction using transformers. J. Am. Medical Informatics Assoc. 27(12): 1935-1942 (2020) - [j32]Jiang Bian, Tianchen Lyu, Alexander T. Loiacono, Tonatiuh Mendoza Viramontes, Gloria P. Lipori, Yi Guo, Yonghui Wu, Mattia Prosperi, Thomas J. George, Christopher A. Harle, Elizabeth A. Shenkman, William R. Hogan:
Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real-world data. J. Am. Medical Informatics Assoc. 27(12): 1999-2010 (2020) - [j31]Yonghui Wu, Zhuping Wang, Hao Zhang, Chao Huang:
Output-based event-triggered consensus of general linear multi-agent systems with communication delay under directed graphs. J. Frankl. Inst. 357(6): 3702-3720 (2020) - [c94]Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Xu Chen, Sneha Reddy Kudugunta, Naveen Arivazhagan, Yonghui Wu:
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation. ACL 2020: 2827-2835 - [c93]Yi Guo, Xing He, Tianchen Lyu, Hansi Zhang, Yonghui Wu, Xi Yang, Zhaoyi Chen, Merry J. Markham, François Modave, Mengjun Xie, William R. Hogan, Christopher A. Harle, Elizabeth Shenkman, Jiang Bian:
Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups. AMIA 2020 - [c92]Tara N. Sainath, Yanzhang He, Bo Li, Arun Narayanan, Ruoming Pang, Antoine Bruguier, Shuo-Yiin Chang, Wei Li, Raziel Alvarez, Zhifeng Chen, Chung-Cheng Chiu, David Garcia, Alexander Gruenstein, Ke Hu, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao:
A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency. ICASSP 2020: 6059-6063 - [c91]Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Ruoming Pang, Yanzhang He, Trevor Strohman, Yonghui Wu:
Towards Fast and Accurate Streaming End-To-End ASR. ICASSP 2020: 6069-6073 - [c90]Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Yonghui Wu:
Fully-Hierarchical Fine-Grained Prosody Modeling For Interpretable Speech Synthesis. ICASSP 2020: 6264-6268 - [c89]Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Andrew Rosenberg, Bhuvana Ramabhadran, Yonghui Wu:
Generating Diverse and Natural Text-to-Speech Samples Using a Quantized Fine-Grained VAE and Autoregressive Prosody Prior. ICASSP 2020: 6699-6703 - [c88]Daniel S. Park, Yu Zhang, Chung-Cheng Chiu, Youzheng Chen, Bo Li, William Chan, Quoc V. Le, Yonghui Wu:
Specaugment on Large Scale Datasets. ICASSP 2020: 6879-6883 - [c87]Gary Wang, Andrew Rosenberg, Zhehuai Chen, Yu Zhang, Bhuvana Ramabhadran, Yonghui Wu, Pedro J. Moreno:
Improving Speech Recognition Using Consistent Predictions on Synthesized Speech. ICASSP 2020: 7029-7033 - [c86]Yonghui Wu, Zhuping Wang, Hao Zhang, Changzhu Zhang:
Event-Triggered Consensus of Linear Multi-agent Systems with Input Time Delay. ICCA 2020: 1404-1409 - [c85]Yonghui Wu, Hongjiang Wu:
A 26.5GHz Wideband Gilbert-Cell Mixer MMIC Based on InP DHBT Technology. ICCT 2020: 1012-1015 - [c84]Xi Yang, Hanyuan Yang, Tianchen Lyu, Shuang Yang, Yi Guo, Jiang Bian, Hua Xu, Yonghui Wu:
A Natural Language Processing Tool to Extract Quantitative Smoking Status from Clinical Narratives. ICHI 2020: 1-2 - [c83]Daniel S. Park, Yu Zhang, Ye Jia, Wei Han, Chung-Cheng Chiu, Bo Li, Yonghui Wu, Quoc V. Le:
Improved Noisy Student Training for Automatic Speech Recognition. INTERSPEECH 2020: 2817-2821 - [c82]Wei Han, Zhengdong Zhang, Yu Zhang, Jiahui Yu, Chung-Cheng Chiu, James Qin, Anmol Gulati, Ruoming Pang, Yonghui Wu:
ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context. INTERSPEECH 2020: 3610-3614 - [c81]Anmol Gulati, James Qin, Chung-Cheng Chiu, Niki Parmar, Yu Zhang, Jiahui Yu, Wei Han, Shibo Wang, Zhengdong Zhang, Yonghui Wu, Ruoming Pang:
Conformer: Convolution-augmented Transformer for Speech Recognition. INTERSPEECH 2020: 5036-5040 - [i50]Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Yonghui Wu:
Fully-hierarchical fine-grained prosody modeling for interpretable speech synthesis. CoRR abs/2002.03785 (2020) - [i49]Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Andrew Rosenberg, Bhuvana Ramabhadran, Yonghui Wu:
Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior. CoRR abs/2002.03788 (2020) - [i48]Tara N. Sainath, Yanzhang He, Bo Li, Arun Narayanan, Ruoming Pang, Antoine Bruguier, Shuo-Yiin Chang, Wei Li, Raziel Alvarez, Zhifeng Chen, Chung-Cheng Chiu, David Garcia, Alexander Gruenstein, Ke Hu, Minho Jin, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao:
A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency. CoRR abs/2003.12710 (2020) - [i47]Honglei Zhuang, Xuanhui Wang, Michael Bendersky, Alexander Grushetsky, Yonghui Wu, Petr Mitrichev, Ethan Sterling, Nathan Bell, Walker Ravina, Hai Qian:
Interpretable Learning-to-Rank with Generalized Additive Models. CoRR abs/2005.02553 (2020) - [i46]Wei Han, Zhengdong Zhang, Yu Zhang, Jiahui Yu, Chung-Cheng Chiu, James Qin, Anmol Gulati, Ruoming Pang, Yonghui Wu:
ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context. CoRR abs/2005.03191 (2020) - [i45]Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu:
RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions. CoRR abs/2005.03271 (2020) - [i44]Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Xu Chen, Sneha Reddy Kudugunta, Naveen Arivazhagan, Yonghui Wu:
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation. CoRR abs/2005.04816 (2020) - [i43]Anmol Gulati, James Qin, Chung-Cheng Chiu, Niki Parmar, Yu Zhang, Jiahui Yu, Wei Han, Shibo Wang, Zhengdong Zhang, Yonghui Wu, Ruoming Pang:
Conformer: Convolution-augmented Transformer for Speech Recognition. CoRR abs/2005.08100 (2020) - [i42]Daniel S. Park, Yu Zhang, Ye Jia, Wei Han, Chung-Cheng Chiu, Bo Li, Yonghui Wu, Quoc V. Le:
Improved Noisy Student Training for Automatic Speech Recognition. CoRR abs/2005.09629 (2020) - [i41]Jonathan Shen, Ye Jia, Mike Chrzanowski, Yu Zhang, Isaac Elias, Heiga Zen, Yonghui Wu:
Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling. CoRR abs/2010.04301 (2020) - [i40]Jiahui Yu, Wei Han, Anmol Gulati, Chung-Cheng Chiu, Bo Li, Tara N. Sainath, Yonghui Wu, Ruoming Pang:
Universal ASR: Unify and Improve Streaming ASR with Full-context Modeling. CoRR abs/2010.06030 (2020) - [i39]Yu Zhang, James Qin, Daniel S. Park, Wei Han, Chung-Cheng Chiu, Ruoming Pang, Quoc V. Le, Yonghui Wu:
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition. CoRR abs/2010.10504 (2020) - [i38]Jiahui Yu, Chung-Cheng Chiu, Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, Arun Narayanan, Wei Han, Anmol Gulati, Yonghui Wu, Ruoming Pang:
FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization. CoRR abs/2010.11148 (2020) - [i37]Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Ye Jia, Ron J. Weiss, Yonghui Wu:
Parallel Tacotron: Non-Autoregressive and Controllable TTS. CoRR abs/2010.11439 (2020) - [i36]Bo Li, Anmol Gulati, Jiahui Yu, Tara N. Sainath, Chung-Cheng Chiu, Arun Narayanan, Shuo-Yiin Chang, Ruoming Pang, Yanzhang He, James Qin, Wei Han, Qiao Liang, Yu Zhang, Trevor Strohman, Yonghui Wu:
A Better and Faster End-to-End Model for Streaming ASR. CoRR abs/2011.10798 (2020)
2010 – 2019
- 2019
- [j30]Yang Xiang, Jun Xu, Yuqi Si, Zhiheng Li, Laila Rasmy, Yujia Zhou, Firat Tiryaki, Fang Li, Yaoyun Zhang, Yonghui Wu, Xiaoqian Jiang, W. Jim Zheng, Degui Zhi, Cui Tao, Hua Xu:
Time-sensitive clinical concept embeddings learned from large electronic health records. BMC Medical Informatics Decis. Mak. 19-S(2): 139-148 (2019) - [j29]Xi Yang, Tianchen Lyu, Qian Li, Chih-Yin Lee, Jiang Bian, William R. Hogan, Yonghui Wu:
A study of deep learning methods for de-identification of clinical notes in cross-institute settings. BMC Medical Informatics Decis. Mak. 19-S(5): 6 (2019) - [j28]Jun Xu, Zhiheng Li, Qiang Wei, Yonghui Wu, Yang Xiang, Hee-Jin Lee, Yaoyun Zhang, Stephen Wu, Hua Xu:
Applying a deep learning-based sequence labeling approach to detect attributes of medical concepts in clinical text. BMC Medical Informatics Decis. Mak. 19-S(5): 8 (2019) - [j27]Ran Chen, Zhongwei Li, Kai Zhong, Xingjian Liu, Yonghui Wu, Congjun Wang, Yusheng Shi:
A Stereo-Vision System for Measuring the Ram Speed of Steam Hammers in an Environment with a Large Field of View and Strong Vibrations. Sensors 19(5): 996 (2019) - [j26]Nankun Mu, Yonghui Wu, Xiaofeng Liao, Tingwen Huang:
Input Time Delay Margin in Event-Triggered Consensus of Multiagent Systems. IEEE Trans. Cybern. 49(5): 1849-1858 (2019) - [c80]Xi Yang, Yan Gong, Nida Waheed, Keith March, Jiang Bian, William R. Hogan, Yonghui Wu:
Identifying Cancer Patients at Risk for Heart Failure Using Machine Learning Methods. AMIA 2019 - [c79]Jian Gong, Zirun Zhao, Ziqing Wang, Yonghui Wu, Yong Cui:
A 20GS/s Track-and-Hold Amplifier based on InP DHBT Process. ASICON 2019: 1-4 - [c78]Chung-Cheng Chiu, Anjuli Kannan, Rohit Prabhavalkar, Zhifeng Chen, Tara N. Sainath, Yonghui Wu, Wei Han, Yu Zhang, Ruoming Pang, Sergey Kishchenko, Patrick Nguyen, Arun Narayanan, Hank Liao, Shuyuan Zhang:
A Comparison of End-to-End Models for Long-Form Speech Recognition. ASRU 2019: 889-896 - [c77]Andrew Rosenberg, Yu Zhang, Bhuvana Ramabhadran, Ye Jia, Pedro J. Moreno, Yonghui Wu, Zelin Wu:
Speech Recognition with Augmented Synthesized Speech. ASRU 2019: 996-1002 - [c76]Bo Li, Yu Zhang, Tara N. Sainath, Yonghui Wu, William Chan:
Bytes Are All You Need: End-to-end Multilingual Speech Recognition and Synthesis with Bytes. ICASSP 2019: 5621-5625 - [c75]Wei-Ning Hsu, Yu Zhang, Ron J. Weiss, Yu-An Chung, Yuxuan Wang, Yonghui Wu, James R. Glass:
Disentangling Correlated Speaker and Noise for Speech Synthesis via Data Augmentation and Adversarial Factorization. ICASSP 2019: 5901-5905 - [c74]Yanzhang He, Tara N. Sainath, Rohit Prabhavalkar, Ian McGraw, Raziel Alvarez, Ding Zhao, David Rybach, Anjuli Kannan, Yonghui Wu, Ruoming Pang, Qiao Liang, Deepti Bhatia, Yuan Shangguan, Bo Li, Golan Pundak, Khe Chai Sim, Tom Bagby, Shuo-Yiin Chang, Kanishka Rao, Alexander Gruenstein:
Streaming End-to-end Speech Recognition for Mobile Devices. ICASSP 2019: 6381-6385 - [c73]Ye Jia, Melvin Johnson, Wolfgang Macherey, Ron J. Weiss, Yuan Cao, Chung-Cheng Chiu, Naveen Ari, Stella Laurenzo, Yonghui Wu:
Leveraging Weakly Supervised Data to Improve End-to-end Speech-to-text Translation. ICASSP 2019: 7180-7184 - [c72]Jun Xu, Zhiheng Li, Qiang Wei, Yonghui Wu, Yang Xiang, Hee-Jin Lee, Yaoyun Zhang, Stephen Wu, Hua Xu:
Detect Attributes of Medical Concepts via Sequence Labeling. ICHI 2019: 1-2 - [c71]Xi Yang, Tianchen Lyu, Chih-Yin Lee, Jiang Bian, William R. Hogan, Yonghui Wu:
A Study of Deep Learning Methods for De-identification of Clinical Notes at Cross Institute Settings. ICHI 2019: 1-3 - [c70]Wei-Ning Hsu, Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Yuxuan Wang, Yuan Cao, Ye Jia, Zhifeng Chen, Jonathan Shen, Patrick Nguyen, Ruoming Pang:
Hierarchical Generative Modeling for Controllable Speech Synthesis. ICLR (Poster) 2019 - [c69]Ye Jia, Ron J. Weiss, Fadi Biadsy, Wolfgang Macherey, Melvin Johnson, Zhifeng Chen, Yonghui Wu:
Direct Speech-to-Speech Translation with a Sequence-to-Sequence Model. INTERSPEECH 2019: 1123-1127 - [c68]Heiga Zen, Viet Dang, Rob Clark, Yu Zhang, Ron J. Weiss, Ye Jia, Zhifeng Chen, Yonghui Wu:
LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech. INTERSPEECH 2019: 1526-1530 - [c67]Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Zhifeng Chen, R. J. Skerry-Ryan, Ye Jia, Andrew Rosenberg, Bhuvana Ramabhadran:
Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning. INTERSPEECH 2019: 2080-2084 - [c66]Anjuli Kannan, Arindrima Datta, Tara N. Sainath, Eugene Weinstein, Bhuvana Ramabhadran, Yonghui Wu, Ankur Bapna, Zhifeng Chen, Seungji Lee:
Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model. INTERSPEECH 2019: 2130-2134 - [c65]Tara N. Sainath, Ruoming Pang, David Rybach, Yanzhang He, Rohit Prabhavalkar, Wei Li, Mirkó Visontai, Qiao Liang, Trevor Strohman, Yonghui Wu, Ian McGraw, Chung-Cheng Chiu:
Two-Pass End-to-End Speech Recognition. INTERSPEECH 2019: 2773-2777 - [c64]Mia Xu Chen, Benjamin N. Lee, Gagan Bansal, Yuan Cao, Shuyuan Zhang, Justin Lu, Jackie Tsay, Yinan Wang, Andrew M. Dai, Zhifeng Chen, Timothy Sohn, Yonghui Wu:
Gmail Smart Compose: Real-Time Assisted Writing. KDD 2019: 2287-2295 - [c63]Yanping Huang, Youlong Cheng, Ankur Bapna, Orhan Firat, Dehao Chen, Mia Xu Chen, HyoukJoong Lee, Jiquan Ngiam, Quoc V. Le, Yonghui Wu, Zhifeng Chen:
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism. NeurIPS 2019: 103-112 - [i35]Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon:
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR abs/1902.08295 (2019) - [i34]Heiga Zen, Viet Dang, Rob Clark, Yu Zhang, Ron J. Weiss, Ye Jia, Zhifeng Chen, Yonghui Wu:
LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech. CoRR abs/1904.02882 (2019) - [i33]Ye Jia, Ron J. Weiss, Fadi Biadsy, Wolfgang Macherey, Melvin Johnson, Zhifeng Chen, Yonghui Wu:
Direct speech-to-speech translation with a sequence-to-sequence model. CoRR abs/1904.06037 (2019) - [i32]Mia Xu Chen, Benjamin N. Lee, Gagan Bansal, Yuan Cao, Shuyuan Zhang, Justin Lu, Jackie Tsay, Yinan Wang, Andrew M. Dai, Zhifeng Chen, Timothy Sohn, Yonghui Wu:
Gmail Smart Compose: Real-Time Assisted Writing. CoRR abs/1906.00080 (2019) - [i31]Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Zhifeng Chen, R. J. Skerry-Ryan, Ye Jia, Andrew Rosenberg, Bhuvana Ramabhadran:
Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning. CoRR abs/1907.04448 (2019) - [i30]Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Dmitry Lepikhin, Melvin Johnson, Maxim Krikun, Mia Xu Chen, Yuan Cao, George F. Foster, Colin Cherry, Wolfgang Macherey, Zhifeng Chen, Yonghui Wu:
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges. CoRR abs/1907.05019 (2019) - [i29]Tara N. Sainath, Ruoming Pang, David Rybach, Yanzhang He, Rohit Prabhavalkar, Wei Li, Mirkó Visontai, Qiao Liang, Trevor Strohman, Yonghui Wu, Ian McGraw, Chung-Cheng Chiu:
Two-Pass End-to-End Speech Recognition. CoRR abs/1908.10992 (2019) - [i28]Anjuli Kannan, Arindrima Datta, Tara N. Sainath, Eugene Weinstein, Bhuvana Ramabhadran, Yonghui Wu, Ankur Bapna, Zhifeng Chen, Seungji Lee:
Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model. CoRR abs/1909.05330 (2019) - [i27]Andrew Rosenberg, Yu Zhang, Bhuvana Ramabhadran, Ye Jia, Pedro J. Moreno, Yonghui Wu, Zelin Wu:
Speech Recognition with Augmented Synthesized Speech. CoRR abs/1909.11699 (2019) - [i26]Xi Yang, Yan Gong, Nida Waheed, Keith March, Jiang Bian, William R. Hogan, Yonghui Wu:
Identifying Cancer Patients at Risk for Heart Failure Using Machine Learning Methods. CoRR abs/1910.00582 (2019) - [i25]Chung-Cheng Chiu, Wei Han, Yu Zhang, Ruoming Pang, Sergey Kishchenko, Patrick Nguyen, Arun Narayanan, Hank Liao, Shuyuan Zhang, Anjuli Kannan, Rohit Prabhavalkar, Zhifeng Chen, Tara N. Sainath, Yonghui Wu:
A comparison of end-to-end models for long-form speech recognition. CoRR abs/1911.02242 (2019) - [i24]Daniel S. Park, Yu Zhang, Chung-Cheng Chiu, Youzheng Chen, Bo Li, William Chan, Quoc V. Le, Yonghui Wu:
SpecAugment on Large Scale Datasets. CoRR abs/1912.05533 (2019) - 2018
- [j25]Shumei Miao, Tingyu Xu, Yonghui Wu, Hui Xie, Jingqi Wang, Shenqi Jing, Yaoyun Zhang, Xiaoliang Zhang, Yinshuang Yang, Xin Zhang, Tao Shan, Li Wang, Hua Xu, Shui Wang, Yun Liu:
Extraction of BI-RADS findings from breast ultrasound reports in Chinese using deep learning approaches. Int. J. Medical Informatics 119: 17-21 (2018) - [j24]Ergin Soysal, Jingqi Wang, Min Jiang, Yonghui Wu, Serguei Pakhomov, Hongfang Liu, Hua Xu:
CLAMP - a toolkit for efficiently building customized clinical natural language processing pipelines. J. Am. Medical Informatics Assoc. 25(3): 331-336 (2018) - [j23]Jing Huang, Rui Duan, Rebecca A. Hubbard, Yonghui Wu, Jason H. Moore, Hua Xu, Yong Chen:
PIE: A prior knowledge guided integrated likelihood estimation method for bias reduction in association studies using electronic health records data. J. Am. Medical Informatics Assoc. 25(3): 345-352 (2018) - [j22]Laila Rasmy, Yonghui Wu, Ningtao Wang, Xin Geng, W. Jim Zheng, Fei Wang, Hulin Wu, Hua Xu, Degui Zhi:
A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set. J. Biomed. Informatics 84: 11-16 (2018) - [c62]Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George F. Foster, Llion Jones, Mike Schuster, Noam Shazeer, Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Lukasz Kaiser, Zhifeng Chen, Yonghui Wu, Macduff Hughes:
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation. ACL (1) 2018: 76-86 - [c61]Yonghui Wu, Xi Yang, Jiang Bian, Yi Guo, Hua Xu, William R. Hogan:
Combine Factual Medical Knowledge and Distributed Word Representation to Improve Clinical Named Entity Recognition. AMIA 2018 - [c60]Hansi Zhang, Zhe He, Xing He, Yi Guo, David R. Nelson, François Modave, Yonghui Wu, William R. Hogan, Mattia Prosperi, Jiang Bian:
Computable Eligibility Criteria through Ontology-driven Data Access: A Case Study of Hepatitis C Virus Trials. AMIA 2018 - [c59]Ankur Bapna, Mia Xu Chen, Orhan Firat, Yuan Cao, Yonghui Wu:
Training Deeper Neural Machine Translation Models with Transparent Attention. EMNLP 2018: 3028-3033 - [c58]Semih Yavuz, Chung-Cheng Chiu, Patrick Nguyen, Yonghui Wu:
CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization. EMNLP 2018: 3708-3718 - [c57]Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Ekaterina Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani:
State-of-the-Art Speech Recognition with Sequence-to-Sequence Models. ICASSP 2018: 4774-4778 - [c56]Jonathan Shen, Ruoming Pang, Ron J. Weiss, Mike Schuster, Navdeep Jaitly, Zongheng Yang, Zhifeng Chen, Yu Zhang, Yuxuan Wang, R. J. Skerry-Ryan, Rif A. Saurous, Yannis Agiomyrgiannakis, Yonghui Wu:
Natural TTS Synthesis by Conditioning Wavenet on MEL Spectrogram Predictions. ICASSP 2018: 4779-4783 - [c55]Rohit Prabhavalkar, Tara N. Sainath, Yonghui Wu, Patrick Nguyen, Zhifeng Chen, Chung-Cheng Chiu, Anjuli Kannan:
Minimum Word Error Rate Training for Attention-Based Sequence-to-Sequence Models. ICASSP 2018: 4839-4843 - [c54]Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Tara N. Sainath, Zhifeng Chen, Rohit Prabhavalkar:
An Analysis of Incorporating an External Language Model into a Sequence-to-Sequence Model. ICASSP 2018: 5824-5828 - [c53]Tara N. Sainath, Rohit Prabhavalkar, Shankar Kumar, Seungji Lee, Anjuli Kannan, David Rybach, Vlad Schogol, Patrick Nguyen, Bo Li, Yonghui Wu, Zhifeng Chen, Chung-Cheng Chiu:
No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. ICASSP 2018: 5859-5863 - [c52]Tara N. Sainath, Chung-Cheng Chiu, Rohit Prabhavalkar, Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Zhifeng Chen:
Improving the Performance of Online Neural Transducer Models. ICASSP 2018: 5864-5868 - [c51]Yunpeng Zhao, Yi Guo, Xing He, Jinhai Huo, Yonghui Wu, Xi Yang, Jiang Bian:
Assessing Mental Health Signals Among Sexual and Gender Minorities using Twitter Data. ICHI Workshops 2018: 51-52 - [c50]Ruoming Pang, Tara N. Sainath, Rohit Prabhavalkar, Suyog Gupta, Yonghui Wu, Shuyuan Zhang, Chung-Cheng Chiu:
Compression of End-to-End Models. INTERSPEECH 2018: 27-31 - [c49]Chung-Cheng Chiu, Anshuman Tripathi, Katherine Chou, Chris Co, Navdeep Jaitly, Diana Jaunzeikare, Anjuli Kannan, Patrick Nguyen, Hasim Sak, Ananth Sankar, Justin Tansuwan, Nathan Wan, Yonghui Wu, Xuedong Zhang:
Speech Recognition for Medical Conversations. INTERSPEECH 2018: 2972-2976 - [c48]Yonghui Wu, Nankun Mu:
Event-Triggered Consensus of General Linear Multi-agent System with Time Delay. ISNN 2018: 432-439 - [c47]Xi Yang, Jiang Bian, Yonghui Wu:
Detecting Medications and Adverse Drug Events in Clinical Notes Using Recurrent Neural Networks. Medication and Adverse Drug Event Detection 2018: 1-6 - [c46]Ye Jia, Yu Zhang, Ron J. Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio López-Moreno, Yonghui Wu:
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis. NeurIPS 2018: 4485-4495 - [c45]Shubham Toshniwal, Anjuli Kannan, Chung-Cheng Chiu, Yonghui Wu, Tara N. Sainath, Karen Livescu:
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition. SLT 2018: 369-375 - [i23]Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George F. Foster, Llion Jones, Niki Parmar, Mike Schuster, Zhifeng Chen, Yonghui Wu, Macduff Hughes:
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation. CoRR abs/1804.09849 (2018) - [i22]Ye Jia, Yu Zhang, Ron J. Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio López-Moreno, Yonghui Wu:
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis. CoRR abs/1806.04558 (2018) - [i21]Shubham Toshniwal, Anjuli Kannan, Chung-Cheng Chiu, Yonghui Wu, Tara N. Sainath, Karen Livescu:
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition. CoRR abs/1807.10857 (2018) - [i20]Ankur Bapna, Mia Xu Chen, Orhan Firat, Yuan Cao, Yonghui Wu:
Training Deeper Neural Machine Translation Models with Transparent Attention. CoRR abs/1808.07561 (2018) - [i19]Wei-Ning Hsu, Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Yuxuan Wang, Yuan Cao, Ye Jia, Zhifeng Chen, Jonathan Shen, Patrick Nguyen, Ruoming Pang:
Hierarchical Generative Modeling for Controllable Speech Synthesis. CoRR abs/1810.07217 (2018) - [i18]Ye Jia, Melvin Johnson, Wolfgang Macherey, Ron J. Weiss, Yuan Cao, Chung-Cheng Chiu, Naveen Ari, Stella Laurenzo, Yonghui Wu:
Leveraging Weakly Supervised Data to Improve End-to-End Speech-to-Text Translation. CoRR abs/1811.02050 (2018) - [i17]Yanzhang He, Tara N. Sainath, Rohit Prabhavalkar, Ian McGraw, Raziel Alvarez, Ding Zhao, David Rybach, Anjuli Kannan, Yonghui Wu, Ruoming Pang, Qiao Liang, Deepti Bhatia, Yuan Shangguan, Bo Li, Golan Pundak, Khe Chai Sim, Tom Bagby, Shuo-Yiin Chang, Kanishka Rao, Alexander Gruenstein:
Streaming End-to-end Speech Recognition For Mobile Devices. CoRR abs/1811.06621 (2018) - [i16]Bo Li, Yu Zhang, Tara N. Sainath, Yonghui Wu, William Chan:
Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes. CoRR abs/1811.09021 (2018) - 2017
- [j21]Yonghui Wu, Joshua C. Denny, S. Trent Rosenbloom, Randolph A. Miller, Dario A. Giuse, Lulu Wang, Carmelo Blanquicett, Ergin Soysal, Jun Xu, Hua Xu:
A long journey to short abbreviations: developing an open-source framework for clinical abbreviation recognition and disambiguation (CARD). J. Am. Medical Informatics Assoc. 24(e1): e79-e86 (2017) - [j20]Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda B. Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean:
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation. Trans. Assoc. Comput. Linguistics 5: 339-351 (2017) - [c44]Yonghui Wu, Min Jiang, Jun Xu, Degui Zhi, Hua Xu:
Clinical Named Entity Recognition Using Deep Learning Models. AMIA 2017 - [c43]Hua Xu, Ergin Soysal, Jingqi Wang, Min Jiang, Yonghui Wu:
CLAMP - A User-Centric Clinical Natural Language Processing Toolkit. AMIA 2017 - [c42]Jun Xu, Yonghui Wu, Yaoyun Zhang, Qiang Wei, Hua Xu:
Detecting Contradictory and Consistent Citations in Biomedical Literature. AMIA 2017 - [c41]Jun Xu, Yonghui Wu, Yaoyun Zhang, Hua Xu:
Detecting Body Location Modifiers of Disorders in Clinical Texts via Sequence Labeling. AMIA 2017 - [c40]Yaoyun Zhang, Hee-Jin Lee, Yonghui Wu, Hua Xu:
Evaluating Word Embeddings from Multiple Domains for Symptom Recognition in Psychiatric Notes. AMIA 2017 - [c39]Hee-Jin Lee, Min Jiang, Yonghui Wu, Christian Shaffer, John H. Cleator, Eitan Friedman, Joshua P. Lewis, Dan M. Roden, Joshua C. Denny, Hua Xu:
A comparative study of different methods for automatic identification of clopidogrel-induced bleedings in electronic health records. CRI 2017 - [c38]Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, Zhifeng Chen:
Sequence-to-Sequence Models Can Directly Translate Foreign Speech. INTERSPEECH 2017: 2625-2629 - [c37]Yuxuan Wang, R. J. Skerry-Ryan, Daisy Stanton, Yonghui Wu, Ron J. Weiss, Navdeep Jaitly, Zongheng Yang, Ying Xiao, Zhifeng Chen, Samy Bengio, Quoc V. Le, Yannis Agiomyrgiannakis, Rob Clark, Rif A. Saurous:
Tacotron: Towards End-to-End Speech Synthesis. INTERSPEECH 2017: 4006-4010 - [c36]Zongcheng Ji, Yaoyun Zhang, Jun Xu, Xiaoling Chen, Yonghui Wu, Hua Xu:
Comparing Cancer Information Needs for Consumers in the US and China. MedInfo 2017: 126-130 - [i15]Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, Zhifeng Chen:
Sequence-to-Sequence Models Can Directly Transcribe Foreign Speech. CoRR abs/1703.08581 (2017) - [i14]Yuxuan Wang, R. J. Skerry-Ryan, Daisy Stanton, Yonghui Wu, Ron J. Weiss, Navdeep Jaitly, Zongheng Yang, Ying Xiao, Zhifeng Chen, Samy Bengio, Quoc V. Le, Yannis Agiomyrgiannakis, Rob Clark, Rif A. Saurous:
Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model. CoRR abs/1703.10135 (2017) - [i13]Chung-Cheng Chiu, Anshuman Tripathi, Katherine Chou, Chris Co, Navdeep Jaitly, Diana Jaunzeikare, Anjuli Kannan, Patrick Nguyen, Hasim Sak, Ananth Sankar, Justin Tansuwan, Nathan Wan, Yonghui Wu, Xuedong Zhang:
Speech recognition for medical conversations. CoRR abs/1711.07274 (2017) - [i12]Bo Li, Tara N. Sainath, Khe Chai Sim, Michiel Bacchiani, Eugene Weinstein, Patrick Nguyen, Zhifeng Chen, Yonghui Wu, Kanishka Rao:
Multi-Dialect Speech Recognition With A Single Sequence-To-Sequence Model. CoRR abs/1712.01541 (2017) - [i11]Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Katya Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani:
State-of-the-art Speech Recognition With Sequence-to-Sequence Models. CoRR abs/1712.01769 (2017) - [i10]Tara N. Sainath, Chung-Cheng Chiu, Rohit Prabhavalkar, Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Zhifeng Chen:
Improving the Performance of Online Neural Transducer Models. CoRR abs/1712.01807 (2017) - [i9]Rohit Prabhavalkar, Tara N. Sainath, Yonghui Wu, Patrick Nguyen, Zhifeng Chen, Chung-Cheng Chiu, Anjuli Kannan:
Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models. CoRR abs/1712.01818 (2017) - [i8]Tara N. Sainath, Rohit Prabhavalkar, Shankar Kumar, Seungji Lee, Anjuli Kannan, David Rybach, Vlad Schogol, Patrick Nguyen, Bo Li, Yonghui Wu, Zhifeng Chen, Chung-Cheng Chiu:
No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. CoRR abs/1712.01864 (2017) - [i7]Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Tara N. Sainath, Zhifeng Chen, Rohit Prabhavalkar:
An analysis of incorporating an external language model into a sequence-to-sequence model. CoRR abs/1712.01996 (2017) - [i6]Jonathan Shen, Ruoming Pang, Ron J. Weiss, Mike Schuster, Navdeep Jaitly, Zongheng Yang, Zhifeng Chen, Yu Zhang, Yuxuan Wang, R. J. Skerry-Ryan, Rif A. Saurous, Yannis Agiomyrgiannakis, Yonghui Wu:
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions. CoRR abs/1712.05884 (2017) - 2016
- [j19]Jun Xu, Yonghui Wu, Yaoyun Zhang, Jingqi Wang, Hee-Jin Lee, Hua Xu:
CD-REST: a system for extracting chemical-induced disease relation in literature. Database J. Biol. Databases Curation 2016 (2016) - [j18]Yaoyun Zhang, Jun Xu, Hui Chen, Jingqi Wang, Yonghui Wu, Manu Prakasam, Hua Xu:
Chemical named entity recognition in patents by domain knowledge and unsupervised feature learning. Database J. Biol. Databases Curation 2016 (2016) - [j17]Jun Xu, Hee-Jin Lee, Jia Zeng, Yonghui Wu, Yaoyun Zhang, Liang-Chin Huang, Amber M. Johnson, Vijaykumar Holla, Ann M. Bailey, Trevor Cohen, Funda Meric-Bernstam, Elmer V. Bernstam, Hua Xu:
Extracting genetic alteration information for personalized cancer therapy from ClinicalTrials.gov. J. Am. Medical Informatics Assoc. 23(4): 750-757 (2016) - [c35]Rui Duan, Ming Cao, Yonghui Wu, Jing Huang, Joshua C. Denny, Hua Xu, Yong Chen:
An Empirical Study for Impacts of Measurement Errors on EHR based Association Studies. AMIA 2016 - [c34]Yonghui Wu, Jun Xu, Yaoyun Zhang, Hua Xu:
What Can Neural Networks Learn from Unlabeled Clinical Narratives? AMIA 2016 - [c33]Mohammad Norouzi, Samy Bengio, Zhifeng Chen, Navdeep Jaitly, Mike Schuster, Yonghui Wu, Dale Schuurmans:
Reward Augmented Maximum Likelihood for Neural Structured Prediction. NIPS 2016: 1723-1731 - [c32]Hee-Jin Lee, Hua Xu, Jingqi Wang, Yaoyun Zhang, Sungrim Moon, Jun Xu, Yonghui Wu:
UTHealth at SemEval-2016 Task 12: an End-to-End System for Temporal Information Extraction from Clinical Notes. SemEval@NAACL-HLT 2016: 1292-1297 - [i5]Rafal Józefowicz, Oriol Vinyals, Mike Schuster, Noam Shazeer, Yonghui Wu:
Exploring the Limits of Language Modeling. CoRR abs/1602.02410 (2016) - [i4]Mohammad Norouzi, Samy Bengio, Zhifeng Chen, Navdeep Jaitly, Mike Schuster, Yonghui Wu, Dale Schuurmans:
Reward Augmented Maximum Likelihood for Neural Structured Prediction. CoRR abs/1609.00150 (2016) - [i3]Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V. Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, Jeff Klingner, Apurva Shah, Melvin Johnson, Xiaobing Liu, Lukasz Kaiser, Stephan Gouws, Yoshikiyo Kato, Taku Kudo, Hideto Kazawa, Keith Stevens, George Kurian, Nishant Patil, Wei Wang, Cliff Young, Jason Smith, Jason Riesa, Alex Rudnick, Oriol Vinyals, Greg Corrado, Macduff Hughes, Jeffrey Dean:
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. CoRR abs/1609.08144 (2016) - [i2]Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda B. Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean:
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation. CoRR abs/1611.04558 (2016) - 2015
- [j16]Buzhou Tang, Yudong Feng, Xiaolong Wang, Yonghui Wu, Yaoyun Zhang, Min Jiang, Jingqi Wang, Hua Xu:
A comparison of conditional random fields and structured support vector machines for chemical entity recognition in biomedical literature. J. Cheminformatics 7(S-1): S8 (2015) - [j15]Jingchun Sun, Min Zhao, Peilin Jia, Lily Wang, Yonghui Wu, Carissa Iverson, Yubo Zhou, Erica A. Bowton, Dan M. Roden, Joshua C. Denny, Melinda C. Aldrich, Hua Xu, Zhongming Zhao:
Deciphering Signaling Pathway Networks to Understand the Molecular Mechanisms of Metformin Action. PLoS Comput. Biol. 11(6) (2015) - [j14]Kefeng Ji, Yonghui Wu:
Scattering Mechanism Extraction by a Modified Cloude-Pottier Decomposition for Dual Polarization SAR. Remote. Sens. 7(6): 7447-7470 (2015) - [c31]Jun Xu, Yaoyun Zhang, Yonghui Wu, Jingqi Wang, Xiao Dong, Hua Xu:
Citation Sentiment Analysis in Clinical Trial Papers. AMIA 2015 - [c30]Ergin Soysal, Jingqi Wang, Min Jiang, Yonghui Wu, Hua Xu:
Clinical Language Annotation, Modeling, and Processing Toolkit (CLAMP) - a user-centric NLP system. AMIA 2015 - [c29]Buzhou Tang, Qingcai Chen, Xiaolong Wang, Yonghui Wu, Yaoyun Zhang, Jingqi Wang, Hua Xu:
Recognizing Disjoint Clinical Concepts in Clinical Text Using Machine Learning-based Methods. AMIA 2015 - [c28]Yonghui Wu, Jun Xu, Min Jiang, Yaoyun Zhang, Hua Xu:
A Study of Neural Word Embeddings for Named Entity Recognition in Clinical Text. AMIA 2015 - [c27]Yonghui Wu, Jun Xu, Yaoyun Zhang, Hua Xu:
Clinical Abbreviation Disambiguation Using Neural Word Embeddings. BioNLP@IJCNLP 2015: 171-176 - [c26]Yonghui Wu, Min Jiang, Jianbo Lei, Hua Xu:
Named Entity Recognition in Chinese Clinical Text Using Deep Neural Network. MedInfo 2015: 624-628 - [c25]Jun Xu, Yaoyun Zhang, Jingqi Wang, Yonghui Wu, Min Jiang, Ergin Soysal, Hua Xu:
UTH-CCB: The Participation of the SemEval 2015 Challenge - Task 14. SemEval@NAACL-HLT 2015: 311-314 - 2014
- [c24]Yonghui Wu, Adam Wright, Hua Xu, Allison B. McCoy, Dean F. Sittig:
Development of a Unified Computable Problem-Medication Knowledge base. AMIA 2014 - [c23]Yaoyun Zhang, Buzhou Tang, Min Jiang, Jingqi Wang, Yonghui Wu, Hua Xu:
Domain Adaptation for Semantic Role Labeling of Clinical Text. AMIA 2014 - [c22]Yaoyun Zhang, Jingqi Wang, Buzhou Tang, Yonghui Wu, Min Jiang, Yukun Chen, Hua Xu:
UTH_CCB: A report for SemEval 2014 - Task 7 Analysis of Clinical Text. SemEval@COLING 2014: 802-806 - 2013
- [j13]Buzhou Tang, Yonghui Wu, Min Jiang, Yukun Chen, Joshua C. Denny, Hua Xu:
A hybrid system for temporal information extraction from clinical text. J. Am. Medical Informatics Assoc. 20(5): 828-835 (2013) - [j12]Buzhou Tang, Hongxin Cao, Yonghui Wu, Min Jiang, Hua Xu:
Recognizing clinical entities in hospital discharge summaries using Structural Support Vector Machines with word representation features. BMC Medical Informatics Decis. Mak. 13(S-1): S1 (2013) - [j11]Stefano Lonardi, Denisa Duma, Matthew Alpert, Francesca Cordero, Marco Beccuti, Prasanna R. Bhat, Yonghui Wu, Gianfranco Ciardo, Burair Alsaihati, Yaqin Ma, Steve Wanamaker, Josh Resnik, Serdar Bozdag, Ming-Cheng Luo, Timothy J. Close:
Combinatorial Pooling Enables Selective Sequencing of the Barley Gene Space. PLoS Comput. Biol. 9(4) (2013) - [c21]Yonghui Wu, S. Trent Rosenbloom, Joshua C. Denny, Randolph A. Miller, Dario A. Giuse, Hua Xu:
Building a Large Clinical Abbreviation Sense Inventory from Discharge Summaries. AMIA 2013 - [c20]Yonghui Wu, Joshua C. Denny, S. Trent Rosenbloom, Randolph A. Miller, Dario A. Giuse, Min Song, Hua Xu:
A prototype application for real-time recognition and disambiguation of clinical abbreviations. DTMBIO 2013: 7-8 - [c19]Buzhou Tang, Yonghui Wu, Min Jiang, Joshua C. Denny, Hua Xu:
Recognizing and Encoding Discorder Concepts in Clinical Text using Machine Learning and Vector Space Model. CLEF (Working Notes) 2013 - [c18]Yonghui Wu, Buzhou Tang, Min Jiang, Sungrim Moon, Joshua C. Denny, Hua Xu:
Clinical Acronym/Abbreviation Normalization using a Hybrid Approach. CLEF (Working Notes) 2013 - [c17]Yonghui Wu, Jianbo Lei, Wei-Qi Wei, Buzhou Tang, Joshua C. Denny, S. Trent Rosenbloom, Randolph A. Miller, Dario A. Giuse, Kai Zheng, Hua Xu:
Analyzing Differences between Chinese and English Clinical Text: A Cross-Institution Comparison of Discharge Summaries in Two Languages. MedInfo 2013: 662-666 - 2012
- [j10]Jingchun Sun, Yonghui Wu, Hua Xu, Zhongming Zhao:
DTome: a web-based tool for drug-target interactome construction. BMC Bioinform. 13(S-9): S7 (2012) - [j9]Mei Liu, Yonghui Wu, Yukun Chen, Jingchun Sun, Zhongming Zhao, Xue-wen Chen, Michael E. Matheny, Hua Xu:
Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs. J. Am. Medical Informatics Assoc. 19(e1) (2012) - [j8]Hua Xu, Yonghui Wu, Noemie Elhadad, Peter D. Stetson, Carol Friedman:
A new clustering method for detecting rare senses of abbreviations in clinical notes. J. Biomed. Informatics 45(6): 1075-1083 (2012) - [c16]Anushi Shah, Min Jiang, Yonghui Wu, Joshua C. Denny, Hua Xu:
MedEx-UIMA - An Open-Source System for Medication Information Extraction from Clinical Text. AMIA 2012 - [c15]Buzhou Tang, Yonghui Wu, Min Jiang, Hua Xu:
Clinical Entity Recognition Using Structural Support Vector Machines. AMIA 2012 - [c14]Yonghui Wu, Joshua C. Denny, Samuel Rosenbloom, Randolph A. Miller, Dario A. Giuse, Hua Xu:
A comparative study of current clinical natural language processing systems on handling abbreviations in discharge summaries. AMIA 2012 - [c13]Buzhou Tang, Hongxin Cao, Yonghui Wu, Min Jiang, Hua Xu:
Clinical entity recognition using structural support vector machines with rich features. DTMBIO@CIKM 2012: 13-20 - [c12]Mei Liu, Michael E. Matheny, Yonghui Wu, Eugenia R. McPeek Hinz, Joshua C. Denny, Jonathan S. Schildcrout, Randolph A. Miller, Hua Xu:
Detecting Adverse Drug Reactions Using Inpatient Medication Orders and Laboratory Tests Data. HISB 2012: 131 - [c11]Yonghui Wu, Mei Liu, W. Jim Zheng, Zhongming Zhao, Hua Xu:
Ranking Gene-Drug Relationships in Biomedical Literature Using Latent Dirichlet Allocation. Pacific Symposium on Biocomputing 2012: 422-433 - 2011
- [j7]Yonghui Wu, Timothy J. Close, Stefano Lonardi:
Accurate Construction of Consensus Genetic Maps via Integer Linear Programming. IEEE ACM Trans. Comput. Biol. Bioinform. 8(2): 381-394 (2011) - [i1]Stefano Lonardi, Denisa Duma, Matthew Alpert, Francesca Cordero, Marco Beccuti, Prasanna Bhat, Yonghui Wu, Gianfranco Ciardo, Burair Alsaihati, Yaqin Ma, Steve Wanamaker, Josh Resnik, Timothy J. Close:
Barcoding-free BAC Pooling Enables Combinatorial Selective Sequencing of the Barley Gene Space. CoRR abs/1112.4438 (2011) - 2010
- [j6]Lan Liu, Yonghui Wu, Stefano Lonardi, Tao Jiang:
Efficient Genome-Wide TagSNP Selection Across Populations via the Linkage Disequilibrium Criterion. J. Comput. Biol. 17(1): 21-37 (2010) - [j5]Yonghui Wu, Yuxin Ding, Xiaolong Wang, Jun Xu:
On-line Hot Topic Recommendation Using Tolerance Rough Set Based Topic Clustering. J. Comput. 5(4): 549-556 (2010) - [c10]Yonghui Wu, Yuxin Ding, Xiaolong Wang, Jun Xu:
Topic based automatic news recommendation using topic model and affinity propagation. ICMLC 2010: 1299-1304 - [c9]Yonghui Wu, Yuxin Ding, Xiaolong Wang, Jun Xu:
Topic Detection by Topic Model Induced Distance Using Biased Initiation. AST/UCMA/ISA/ACN 2010: 310-323
2000 – 2009
- 2009
- [c8]Hongzhi Guo, Qingcai Chen, Xiaolong Wang, Zhiyong Wang, Yonghui Wu:
STRank: A SiteRank Algorithm Using Semantic Relevance and Time Frequency. SMC 2009: 4876-4881 - 2008
- [j4]Yonghui Wu, Lan Liu, Timothy J. Close, Stefano Lonardi:
Deconvoluting BAC-Gene Relationships Using a Physical Map. J. Bioinform. Comput. Biol. 6(3): 603-622 (2008) - [j3]Yonghui Wu, Stefano Lonardi:
A Linear-Time Algorithm for Predicting Functional Annotations from PPI Networks. J. Bioinform. Comput. Biol. 6(6): 1049-1065 (2008) - [j2]Yonghui Wu, Kefeng Ji, Wenxian Yu, Yi Su:
Region-Based Classification of Polarimetric SAR Images Using Wishart MRF. IEEE Geosci. Remote. Sens. Lett. 5(4): 668-672 (2008) - [c7]Jun Xu, Yuxin Ding, Xiaolong Wang, Yonghui Wu:
Genre identification of Chinese finance text using machine learning method. SMC 2008: 455-459 - 2007
- [c6]Scott Sirowy, Yonghui Wu, Stefano Lonardi, Frank Vahid:
Two-level microprocessor-accelerator partitioning. DATE 2007: 313-318 - [c5]Scott Sirowy, Yonghui Wu, Stefano Lonardi, Frank Vahid:
Clock-frequency assignment for multiple clock domain systems-on-a-chip. DATE 2007: 397-402 - [c4]Yonghui Wu, Prasanna Bhat, Timothy J. Close, Stefano Lonardi:
Efficient and Accurate Construction of Genetic Linkage Maps from Noisy and Missing Genotyping Data. WABI 2007: 395-406 - 2006
- [c3]Yonghui Wu, Stefano Lonardi, Wojciech Szpankowski:
Error-Resilient LZW Data Compression. DCC 2006: 193-202 - 2005
- [j1]Alan Wee-Chung Liew, Yonghui Wu, Hong Yan, Mengsu Yang:
Effective statistical features for coding and non-coding DNA sequence classification for yeast, C. elegans and human. Int. J. Bioinform. Res. Appl. 1(2): 181-201 (2005) - 2004
- [c2]Alan Wee-Chung Liew, Yonghui Wu, Hong Yan:
Selection of Statistical Features Based on Mutual Information for Classification of Human Coding and Non-coding DNA Sequences. ICPR (3) 2004: 766-769 - 2000
- [c1]Yonghui Wu, Wenyun Ji, Aoying Zhou:
Implementation and Proof for Normalization Design of Object-Oriented Data Schemes. TOOLS (36) 2000: 220-229
Coauthor Index
[j64] [j62] [j61] [j60] [j59] [j58] [c132] [c130] [c129] [i98] [i97] [i96] [i95] [i93] [i90] [j54] [j53] [j51] [j50] [j49] [j48] [c124] [c122] [c121] [i88] [i87] [i85] [i83] [i80] [i79] [i78] [j46] [j43] [c117] [i74] [i66] [j37] [c109] [c108] [c107] [c105] [i58] [i57] [j36] [j34] [j33] [j32] [c93] [c84] [j29] [c80] [c71] [i26] [c61] [c60] [c51] [c47]
[j45] [c114] [i70] [i68] [i59] [i54] [i51] [c92] [i48] [c78] [c70] [c69] [c68] [c67] [c66] [c64] [c63] [i35] [i34] [i33] [i32] [i31] [i30] [i28] [i25] [c62] [c57] [c56] [c55] [c54] [c53] [c52] [c46] [i23] [i22] [i19] [j20] [c38] [c37] [i15] [i14] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [c33] [i4] [i3] [i2]
[c126] [i89] [i82] [i81] [j45] [c119] [c115] [i75] [c106] [c103] [c101] [c99] [c96] [i56] [i54] [c92] [c88] [c83] [c82] [c81] [i48] [i46] [i45] [i43] [i42] [i40] [i39] [i38] [i36] [c78] [c73] [c65] [i35] [i29] [i25] [i24] [c58] [c57] [c55] [c53] [c52] [c50] [c49] [c45] [i21] [i18] [i13] [i11] [i10] [i9] [i8]
[j64] [i98] [j54] [c84] [j30] [j28] [c72] [j25] [j24] [j23] [j22] [c61] [j21] [c44] [c43] [c42] [c41] [c40] [c39] [c36] [j19] [j18] [j17] [c35] [c34] [c32] [j16] [j15] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [j13] [j12] [c21] [c20] [c19] [c18] [c17] [j10] [j9] [j8] [c16] [c15] [c14] [c13] [c12] [c11]
[c126] [i89] [i82] [i81] [j45] [c119] [c113] [i67] [c106] [c103] [c102] [c98] [c97] [c96] [i61] [i60] [i56] [i54] [c92] [c90] [c89] [c88] [c87] [c83] [c82] [c81] [i50] [i49] [i48] [i46] [i45] [i43] [i42] [i41] [i39] [i37] [i36] [c78] [c77] [c76] [c75] [c70] [c68] [c67] [i35] [i34] [i31] [i27] [i25] [i24] [c56] [c46] [i22] [i19] [i16] [i6]
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