Yonghui Wu

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All published works

Action	Title	Year	Authors
+ PDF Chat	Use of natural language processing to extract and classify papillary thyroid cancer features from surgical pathology reports	2024	Ricardo Loor-Torres Yuqi Wu Esteban Cabezas Mariana Borras-Osorio David Toro-Tobón Mayra Duran Misk Al Zahidy Maria Mateo Chavez Cristian Soto Jacome Jungwei Fan
+ PDF Chat	UF-HOBI at "Discharge Me!": A Hybrid Solution for Discharge Summary Generation Through Prompt-based Tuning of GatorTronGPT Models	2024	Mengxian Lyu Cheng Peng Daniel Paredes Ziyi Chen Aokun Chen Jiang Bian Yonghui Wu
+ PDF Chat	Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing	2024	Aokun Chen Daniel Paredes Zehao Yu Xiwei Lou Roberta Brunson Jamie N. Thomas Kimberly A. Martinez Robert Lucero Tanja Magoč Laurence M. Solberg
+ PDF Chat	Improving Generalizability of Extracting Social Determinants of Health Using Large Language Models through Prompt-tuning	2024	Peng Cheng Zehao Yu Kaleb E Smith Wei‐Hsuan Lo‐Ciganic Jiang Bian Yonghui Wu
+ PDF Chat	Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart Failure	2024	Ziyi Chen Mengyuan Zhang Mustafa Mohammed Ahmed Yi Guo Thomas J. George Jiang Bian Yonghui Wu
+ PDF Chat	Feasibility of Identifying Factors Related to Alzheimer’s Disease and Related Dementia in Real-World Data	2024	Aokun Chen Qian Li Yü Huang Yongqiu Li Yu-Neng Chuang Xia Hu Serena Guo Yonghui Wu Yi Guo Jiang Bian
+ PDF Chat	Feasibility of Identifying Factors Related to Alzheimer's Disease and Related Dementia in Real-World Data	2024	Aokun Chen Qian Li Yu Huang Yongqiu Li Yu-Neng Chuang Xia Hu Serena Guo Yonghui Wu Yi Guo Jiang Bian
+	Combined scaling for zero-shot transfer learning	2023	Hieu Pham Zihang Dai Golnaz Ghiasi Kenji Kawaguchi Hanxiao Liu Adams Wei Yu Jiahui Yu Yi-Ting Chen Minh-Thang Luong Yonghui Wu
+ PDF Chat	VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining	2023	Junjie Ke Keren Ye Jiahui Yu Yonghui Wu Peyman Milanfar Feng Yang
+	Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages	2023	Yu Zhang Wei Han James Qin Yongqiang Wang Ankur Bapna Zhehuai Chen Nanxin Chen Bo Li Vera Axelrod Gary Wang
+	Clinical Concept and Relation Extraction Using Prompt-based Machine Reading Comprehension	2023	Peng Cheng Xi Yang Zehao Yu Jiang Bian William R. Hogan Yonghui Wu
+	Contextualized Medication Information Extraction Using Transformer-based Deep Learning Architectures	2023	Aokun Chen Zehao Yu Xi Yang Yi Guo Jiang Bian Yonghui Wu
+	VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining	2023	Junjie Ke Keren Ye Jiahui Yu Yonghui Wu Peyman Milanfar Feng Yang
+	Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing	2023	Aokun Chen Daniel Paredes Zehao Yu Xiwei Lou Roberta Brunson Jamie N. Thomas Kimberly A. Martinez Robert Lucero Tanja Magoč Laurence M. Solberg
+	Extracting Thyroid Nodules Characteristics from Ultrasound Reports Using Transformer-based Natural Language Processing Methods	2023	Aman Pathak Zehao Yu Daniel Paredes Elio Paul Monsour Andrea Ortiz Rocha Juan P. Brito Naykky Singh Ospina Yonghui Wu
+	Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction	2023	Peng Cheng Xi Yang Kaleb E Smith Zehao Yu Aokun Chen Jiang Bian Yonghui Wu
+ PDF Chat	Training Text-To-Speech Systems From Synthetic Data: A Practical Approach For Accent Transfer Tasks	2022	Lev Finkelstein Heiga Zen Norman Casagrande Chun-an Chan Jia Ye Tom Kenter Alex Petelin Jonathan Shen Vincent Wan Yu Zhang
+	GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records	2022	Xi Yang Nima PourNejatian Hoo Chang Shin Kaleb E Smith Christopher Parisien Colin B. Compas Cheryl Martin Mona G. Flores Ying Zhang Tanja Magoč
+	Pathways: Asynchronous Distributed Dataflow for ML	2022	Paul Barham Aakanksha Chowdhery Jeff Dean Sanjay Ghemawat Steven C. Hand Dan Hurt Michael Isard Hyeontaek Lim Ruoming Pang Sudip Roy
+	Self-supervised Learning with Random-projection Quantizer for Speech Recognition	2022	Chung‐Cheng Chiu James Qin Yu Zhang Jiahui Yu Yonghui Wu
+	Description-Driven Task-Oriented Dialog Modeling	2022	Jeffrey Zhao Raghav Gupta Yuan Cao Dian Yu Mingqiu Wang Harrison Lee Abhinav Rastogi Izhak Shafran Yonghui Wu
+	CoCa: Contrastive Captioners are Image-Text Foundation Models	2022	Jiahui Yu Zirui Wang Vijay K. Vasudevan Legg Yeung Mojtaba Seyedhosseini Yonghui Wu
+	Building Machine Translation Systems for the Next Thousand Languages	2022	Ankur Bapna Isaac Caswell Julia Kreutzer Orhan Fırat Daan van Esch Aditya Siddhant Mengmeng Niu Pallavi Baljekar Xavier García Wolfgang Macherey
+	Scaling Autoregressive Models for Content-Rich Text-to-Image Generation	2022	Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang M. Luong Gunjan Baid Zirui Wang Vijay K. Vasudevan Alexander Ku Yinfei Yang Burcu Karagol Ayan
+	N-Grammer: Augmenting Transformers with latent n-grams	2022	Aurko Roy Rohan Anil Guangda Lai Benjamin Lee Jeffrey Zhao Shuyuan Zhang Shibo Wang Ye Zhang Wu Shen Rigel Swavely
+	Training Text-To-Speech Systems From Synthetic Data: A Practical Approach For Accent Transfer Tasks	2022	Lev Finkelstein Heiga Zen Norman Casagrande Chun-an Chan Jia Ye Tom Kenter Alexey Petelin Jonathan Shen Vincent Wan Yu Zhang
+	Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue	2022	Raghav Gupta Harrison Lee Jeffrey Zhao Abhinav Rastogi Yuan Cao Yonghui Wu
+	VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners	2022	Shen Yan Tao Zhu Zirui Wang Yuan Cao Mi Zhang Soham Ghosh Yonghui Wu Jiahui Yu
+	AnyTOD: A Programmable Task-Oriented Dialog System	2022	Jeffrey Zhao Yuan Cao Raghav Gupta Harrison Lee Abhinav Rastogi Mingqiu Wang Hagen Soltau Izhak Shafran Yonghui Wu
+	Combined Scaling for Open-Vocabulary Image Classification	2021	Hieu Pham Zihang Dai Golnaz Ghiasi Kenji Kawaguchi Hanxiao Liu Adams Wei Yu Jiahui Yu Yi-Ting Chen Minh-Thang Luong Yonghui Wu
+ PDF Chat	W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training	2021	Yu-An Chung Yu Zhang Wei Han Chung‐Cheng Chiu James Qin Ruoming Pang Yonghui Wu
+ PDF Chat	PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS	2021	Jia Ye Heiga Zen Jonathan Shen Yu Zhang Yonghui Wu
+	SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems	2021	Harrison Lee Raghav Gupta Abhinav Rastogi Yuan Cao Bin Zhang Yonghui Wu
+	Distilling Interpretable Models into Human-Readable Code	2021	Walker Ravina Ethan Sterling Olexiy Oryeshko Nathan Bell Honglei Zhuang Xuanhui Wang Yonghui Wu Alexander Grushetsky
+	Combined Scaling for Zero-shot Transfer Learning	2021	Hieu Pham Zihang Dai Golnaz Ghiasi Kenji Kawaguchi Hanxiao Liu Adams Wei Yu Jiahui Yu Yi-Ting Chen Minh-Thang Luong Yonghui Wu
+ PDF Chat	Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior	2020	Guangzhi Sun Yu Zhang Ron J. Weiss Yuan Cao Heiga Zen Andrew E. Rosenberg Bhuvana Ramabhadran Yonghui Wu
+ PDF Chat	Fully-hierarchical fine-grained prosody modeling for interpretable speech synthesis	2020	Guangzhi Sun Yu Zhang Ron J. Weiss Yuan Cao Heiga Zen Yonghui Wu
+ PDF Chat	Two-Pass End-to-End Speech Recognition	2019	Tara N. Sainath Ruoming Pang David Rybach Yanzhang He Rohit Prabhavalkar Wei Li Mirkó Visontai Qiao Liang Trevor Strohman Yonghui Wu
+	Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model	2019	Anjuli Kannan Arindrima Datta Tara N. Sainath Eugene A. Weinstein Bhuvana Ramabhadran Yonghui Wu Ankur Bapna Zhifeng Chen Seungji Lee
+	Two-Pass End-to-End Speech Recognition	2019	Tara N. Sainath Ruoming Pang David Rybach Yanzhang He Rohit Prabhavalkar Wei Li Mirkó Visontai Qiao Liang Trevor Strohman Yonghui Wu
+	Practice for Number Theory	2018	Yonghui Wu
+	Hierarchical Generative Modeling for Controllable Speech Synthesis	2018	Wei-Ning Hsu Yu Zhang Ron J. Weiss Heiga Zen Yonghui Wu Yuxuan Wang Yuan Cao Jia Ye Zhifeng Chen Jonathan Shen
+	A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition	2018	Shubham Toshniwal Anjuli Kannan Chung‐Cheng Chiu Yonghui Wu Tara N. Sainath Karen Livescu
+	The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation	2018	Mia Xu Chen Orhan Fırat Ankur Bapna Melvin Johnson Wolfgang Macherey George Foster Llion Jones Niki Parmar Mike Schuster Zhifeng Chen
+	No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models	2017	Tara N. Sainath Rohit Prabhavalkar Shankar Kumar Seungji Lee Anjuli Kannan David Rybach Vlad Schogol Patrick Nguyen Bo Li Yonghui Wu
+	Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models	2017	Rohit Prabhavalkar Tara N. Sainath Yonghui Wu Patrick Nguyen Zhifeng Chen Chung‐Cheng Chiu Anjuli Kannan
+	An analysis of incorporating an external language model into a sequence-to-sequence model	2017	Anjuli Kannan Yonghui Wu Patrick Nguyen Tara N. Sainath Zhifeng Chen Rohit Prabhavalkar
+	Reward Augmented Maximum Likelihood for Neural Structured Prediction	2016	Mohammad Norouzi Samy Bengio Zhifeng Chen Navdeep Jaitly Mike Schuster Yonghui Wu Dale Schuurmans
+	Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation	2016	Melvin Johnson Mike Schuster Quoc V. Le Maxim Krikun Yonghui Wu Zhifeng Chen Nikhil Thorat Fernanda Viégas Martin Wattenberg Greg S. Corrado
+	Barcoding-free BAC Pooling Enables Combinatorial Selective Sequencing of the Barley Gene Space	2011	Stefano Lonardi Denisa Duma Matthew Alpert Francesca Cordero Marco Beccuti Prasanna R. Bhat Yonghui Wu Gianfranco Ciardo Burair Alsaihati Yaqin Ma

Common Coauthors

Coauthor	Papers Together
Jiang Bian	11
Yu Zhang	9
Zhifeng Chen	9
Yuan Cao	9
Jiahui Yu	8
Chung‐Cheng Chiu	8
Tara N. Sainath	8
Zehao Yu	7
Aokun Chen	7
Rohit Prabhavalkar	6
Heiga Zen	6
Anjuli Kannan	5
Ruoming Pang	5
Ankur Bapna	4
Harrison Lee	4
Patrick Nguyen	4
Jonathan Shen	4
Abhinav Rastogi	4
Jia Ye	4
Raghav Gupta	4
Quoc V. Le	4
James Qin	3
Macduff Hughes	3
Mingxing Tan	3
Mike Schuster	3
Jeffrey Zhao	3
David Rybach	3
Ron J. Weiss	3
Zirui Wang	3
Adams Wei Yu	3
Hieu Pham	3
Tanja Magoč	3
Xi Yang	3
Kaleb E Smith	3
Hanxiao Liu	3
Trevor Strohman	3
Bhuvana Ramabhadran	3
Golnaz Ghiasi	3
Minh-Thang Luong	3
Kenji Kawaguchi	3
Daniel Paredes	3
Zihang Dai	3
Ragnhildur I. Bjarnadottir	2
Jason Riesa	2
Tom Kenter	2
Maxim Krikun	2
Seungji Lee	2
Xia Hu	2
Urszula A. Snigurska	2
Yi Guo	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	3
+	Adafactor: Adaptive Learning Rates with Sublinear Memory Cost	2018	Noam Shazeer Mitchell Stern	2
+	Learning Transferable Visual Models From Natural Language Supervision	2021	Alec Radford Jong Wook Kim Chris Hallacy Aditya Ramesh Gabriel Goh Sandhini Agarwal Girish Sastry Amanda Askell Pamela Mishkin Jack Clark	2
+ PDF Chat	Scaling Vision Transformers	2022	Xiaohua Zhai Alexander Kolesnikov Neil Houlsby Lucas Beyer	2
+ PDF Chat	The Power of Scale for Parameter-Efficient Prompt Tuning	2021	Brian Lester Rami Al‐Rfou Noah Constant	2
+	Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models	2014	Ryan Kiros Ruslan Salakhutdinov Richard S. Zemel	2
+ PDF Chat	CIDEr: Consensus-based image description evaluation	2015	Ramakrishna Vedantam C. Lawrence Zitnick Devi Parikh	1
+ PDF Chat	Deep visual-semantic alignments for generating image descriptions	2015	Andrej Karpathy Li Fei-Fei	1
+	Sequence Transduction with Recurrent Neural Networks	2012	Alex Graves	1
+	Zero-Shot Learning Through Cross-Modal Transfer	2013	Richard Socher Milind Ganjoo Christopher D. Manning Andrew Y. Ng	1
+ PDF Chat	Label-Embedding for Image Classification	2015	Zeynep Akata Florent Perronnin Zaïd Harchaoui Cordelia Schmid	1
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+	TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems	2016	Martı́n Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Gregory S. Corrado Andy Davis Jay B. Dean Matthieu Devin	1
+ PDF Chat	Personalized speech recognition on mobile devices	2016	Ian McGraw Rohit Prabhavalkar Raziel Álvarez Montse Gonzalez Arenas Kanishka Rao David Rybach Ouais Alsharif Haşim Sak Alexander Gruenstein Françoise Beaufays	1
+ PDF Chat	Learning Visual Features from Large Weakly Supervised Data	2016	Armand Joulin Laurens van der Maaten Allan Jabri Nicolas Vasilache	1
+ PDF Chat	Show and tell: A neural image caption generator	2015	Oriol Vinyals Alexander Toshev Samy Bengio Dumitru Erhan	1
+	UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild	2012	Khurram Soomro Amir Zamir Mubarak Shah	1
+	Training Deep Nets with Sublinear Memory Cost	2016	Tianqi Chen Bing Xu Chiyuan Zhang Carlos Guestrin	1
+ PDF Chat	Photo Aesthetics Ranking Network with Attributes and Content Adaptation	2016	Shu Kong Xiaohui Shen Zhe Lin Radomír Měch Charless C. Fowlkes	1
+	WaveNet: A Generative Model for Raw Audio	2016	Aäron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alexander Graves Nal Kalchbrenner Andrew Senior Koray Kavukcuoglu	1
+ PDF Chat	Joint CTC-attention based end-to-end speech recognition using multi-task learning	2017	Suyoun Kim Takaaki Hori Shinji Watanabe	1
+ PDF Chat	Dual Attention Networks for Multimodal Reasoning and Matching	2017	Hyeonseob Nam Jung-Woo Ha Jeonghee Kim	1
+ PDF Chat	Learning a Deep Embedding Model for Zero-Shot Learning	2017	Li Zhang Tao Xiang Shaogang Gong	1
+	Overcoming catastrophic forgetting in neural networks	2017	James Kirkpatrick Razvan Pascanu Neil C. Rabinowitz Joel Veness Guillaume Desjardins Andrei A. Rusu Kieran Milan John Quan Tiago Ramalho Agnieszka Grabska‐Barwińska	1
+ PDF Chat	Learning Visual N-Grams from Web Data	2017	Ang Li Allan Jabri Armand Joulin Laurens van der Maaten	1
+ PDF Chat	Towards Better Decoding and Language Model Integration in Sequence to Sequence Models	2017	Jan Chorowski Navdeep Jaitly	1
+ PDF Chat	Zero-Shot Learning — The Good, the Bad and the Ugly	2017	Yongqin Xian Bernt Schiele Zeynep Akata	1
+	In-Datacenter Performance Analysis of a Tensor Processing Unit	2017	Norman P. Jouppi Cliff Young Nishant Patil David A. Patterson Gaurav Agrawal Raminder Bajwa S. C. Bates Suresh Bhatia Nan Boden Al Borchers	1
+	Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour	2017	Priya Goyal Piotr Dollár Ross Girshick Pieter Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He	1
+	Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition	2017	Iñigo Jauregi Unanue Ehsan Zare Borzeshi Massimo Piccardi	1
+ PDF Chat	Describing Textures in the Wild	2014	Mircea Cimpoi Subhransu Maji Iasonas Kokkinos Sammy Mohamed Andrea Vedaldi	1
+	Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis	2018	Yuxuan Wang Daisy Stanton Yu Zhang RJ Skerry-Ryan Eric Battenberg Joel Shor Ying Xiao Fei Ren Jia Ye Rif A. Saurous	1
+	VSE++: Improving Visual-Semantic Embeddings with Hard Negatives	2017	Fartash Faghri David J. Fleet Jamie Kiros Sanja Fidler	1
+ PDF Chat	Latent Embeddings for Zero-Shot Classification	2016	Yongqin Xian Zeynep Akata Gaurav Sharma Quynh L. Nguyen Matthias Hein Bernt Schiele	1
+	Adafactor: Adaptive Learning Rates with Sublinear Memory Cost	2018	Noam Shazeer Mitchell Stern	1
+ PDF Chat	Rotation Equivariant CNNs for Digital Pathology	2018	Bastiaan S. Veeling Jasper Linmans Jim Winkens Taco Cohen Max Welling	1
+	Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis	2018	Jia Ye Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen Fei Ren Zhifeng Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno	1
+	Representation Learning with Contrastive Predictive Coding	2018	Aäron van den Oord Yazhe Li Oriol Vinyals	1
+ PDF Chat	Deep Context: End-to-end Contextual Speech Recognition	2018	Golan Pundak Tara N. Sainath Rohit Prabhavalkar Anjuli Kannan Ding Zhao	1
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	1
+ PDF Chat	Learning Latent Representations for Style Control and Transfer in End-to-end Speech Synthesis	2019	Yajie Zhang Shifeng Pan Lei He Zhen-Hua Ling	1
+	Decoupled Weight Decay Regularization	2017	Ilya Loshchilov Frank Hutter	1
+ PDF Chat	Effective Aesthetics Prediction With Multi-Level Spatially Pooled Features	2019	Vlad Hosu Bastian Goldlücke Dietmar Saupe	1
+	Entity-Relation Extraction as Multi-Turn Question Answering	2019	Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li	1
+	Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks	2018	Juho Lee Yoonho Lee Jungtaek Kim Adam R. Kosiorek Seungjin Choi Yee Whye Teh	1
+	EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks	2019	Mingxing Tan Quoc V. Le	1
+ PDF Chat	Streaming End-to-end Speech Recognition for Mobile Devices	2019	Yanzhang He Tara N. Sainath Rohit Prabhavalkar Ian McGraw Raziel Álvarez Ding Zhao David Rybach Anjuli Kannan Yonghui Wu Ruoming Pang	1
+ PDF Chat	State-of-the-Art Speech Recognition with Sequence-to-Sequence Models	2018	Chung‐Cheng Chiu Tara N. Sainath Yonghui Wu Rohit Prabhavalkar Patrick Nguyen Zhifeng Chen Anjuli Kannan Ron J. Weiss Kanishka Rao Ekaterina Gonina	1
+ PDF Chat	Revisiting Unreasonable Effectiveness of Data in Deep Learning Era	2017	Chen Sun Abhinav Shrivastava Saurabh Singh Abhinav Gupta	1
+ PDF Chat	Squeeze-and-Excitation Networks	2018	Jie Hu Li Shen Gang Sun	1