Kai Chen

Publication Activity (10 Years)

Years Active: 2004-2019
Publications (10 Years): 8

Top Topics

Distributed Representations

Reading Comprehension

Electronic Health Records

Top Venues

npj Digit. Medicine

Publications

Nan Du, Kai Chen, Anjuli Kannan, Linh Tran, Yuhui Chen, Izhak Shafran
Extracting Symptoms and their Status from Clinical Conversations. ACL (1) (2019)
Nan Du, Kai Chen, Anjuli Kannan, Linh Tran, Yuhui Chen, Izhak Shafran
Extracting Symptoms and their Status from Clinical Conversations. CoRR (2019)
Alvin Rajkomar, Eyal Oren, Kai Chen, Andrew M. Dai, Nissan Hajaj, Michaela Hardt, Peter J. Liu, Xiaobing Liu, Jake Marcus, Mimi Sun, Patrik Sundberg, Hector Yee, Kun Zhang, Yi Zhang, Gerardo Flores, Gavin E. Duggan, Jamie Irvine, Quoc Le, Kurt Litsch, Alexander Mossin, Justin Tansuwan, De Wang, James Wexler, Jimbo Wilson, Dana Ludwig, Samuel L. Volchenboum, Katherine Chou, Michael Pearson, Srinivasan Madabushi, Nigam H. Shah, Atul J. Butte, Michael D. Howell, Claire Cui, Gregory S. Corrado, Jeffrey Dean
Scalable and accurate deep learning with electronic health records. npj Digit. Medicine 1 (2018)
Anjuli Kannan, Kai Chen, Diana Jaunzeikare, Alvin Rajkomar
Semi-supervised Learning for Information Extraction from Dialogue. INTERSPEECH (2018)
Adams Wei Yu, David Dohan, Minh-Thang Luong, Rui Zhao, Kai Chen, Mohammad Norouzi, Quoc V. Le
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension. CoRR (2018)
Alvin Rajkomar, Andrew M. Dai, Mimi Sun, Michaela Hardt, Kai Chen, Kathryn Rough, Jeffrey Dean
Reply: metrics to assess machine learning models. npj Digit. Medicine 1 (2018)
Alvin Rajkomar, Eyal Oren, Kai Chen, Andrew M. Dai, Nissan Hajaj, Peter J. Liu, Xiaobing Liu, Mimi Sun, Patrik Sundberg, Hector Yee, Kun Zhang, Gavin E. Duggan, Gerardo Flores, Michaela Hardt, Jamie Irvine, Quoc V. Le, Kurt Litsch, Jake Marcus, Alexander Mossin, Justin Tansuwan, De Wang, James Wexler, Jimbo Wilson, Dana Ludwig, Samuel L. Volchenboum, Katherine Chou, Michael Pearson, Srinivasan Madabushi, Nigam H. Shah, Atul J. Butte, Michael Howell, Claire Cui, Greg Corrado, Jeff Dean
Scalable and accurate deep learning for electronic health records. CoRR (2018)
Adams Wei Yu, David Dohan, Minh-Thang Luong, Rui Zhao, Kai Chen, Mohammad Norouzi, Quoc V. Le
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension. ICLR (Poster) (2018)
Tomás Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, Jeffrey Dean
Distributed Representations of Words and Phrases and their Compositionality. CoRR (2013)
Tomás Mikolov, Ilya Sutskever, Kai Chen, Gregory S. Corrado, Jeffrey Dean
Distributed Representations of Words and Phrases and their Compositionality. NIPS (2013)
Tomás Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean
Efficient Estimation of Word Representations in Vector Space ICLR (Workshop Poster) (2013)
Quoc V. Le, Marc'Aurelio Ranzato, Rajat Monga, Matthieu Devin, Greg Corrado, Kai Chen, Jeffrey Dean, Andrew Y. Ng
Building high-level features using large scale unsupervised learning. ICML (2012)
Jeffrey Dean, Greg Corrado, Rajat Monga, Kai Chen, Matthieu Devin, Quoc V. Le, Mark Z. Mao, Marc'Aurelio Ranzato, Andrew W. Senior, Paul A. Tucker, Ke Yang, Andrew Y. Ng
Large Scale Distributed Deep Networks. NIPS (2012)
Quoc V. Le, Rajat Monga, Matthieu Devin, Greg Corrado, Kai Chen, Marc'Aurelio Ranzato, Jeffrey Dean, Andrew Y. Ng
Building high-level features using large scale unsupervised learning CoRR (2011)
Liguo Yu, Kai Chen, Srini Ramaswamy
Multiple-parameter coupling metrics for layered component-based software. Softw. Qual. J. 17 (1) (2009)
Kai Chen, Joseph Porter, Janos Sztipanovits, Sandeep Neema
Compositional Specification of Behavioral Semantics for Domain-Specific Modeling Languages. Int. J. Semantic Comput. 3 (1) (2009)
Kai Chen, Janos Sztipanovits, Sandeep Neema
A Case Study on Semantic Unit Composition. MiSE@ICSE (2007)
Liguo Yu, Stephen R. Schach, Kai Chen
Common Coupling as a Measure of Reuse Effort in Kernel-Based Software. SEKE (2007)
Graham Hemingway, Hang Su, Kai Chen, T. John Koo
A Semantic Anchoring Infrastructure for the Design of Embedded Systems. COMPSAC (1) (2007)
Liguo Yu, Kai Chen
Evaluating the Post-Delivery Fault Reporting and Correction Process in Closed-Source and Open-Source Software. WoSQ@ICSE (2007)
Kai Chen, Janos Sztipanovits, Sandeep Neema
Compositional specification of behavioral semantics. DATE (2007)
Liguo Yu, Stephen R. Schach, Kai Chen, Gillian Z. Heller, A. Jefferson Offutt
Maintainability of the kernels of open-source operating systems: A comparison of Linux with FreeBSD, NetBSD, and OpenBSD. J. Syst. Softw. 79 (6) (2006)
Liguo Yu, Kai Chen
An Empirical Study of the Maintenance Effort. SEKE (2006)
Liguo Yu, Kai Chen
Two Perspectives on Open-Source Software Evolution: Maintenance and Reuse. SEKE (2006)
Hang Su, Graham Hemingway, Kai Chen, T. John Koo
Model-Based Tool-Chain Infrastructure for Automated Analysis of Embedded Systems. ATVA (2006)
Kai Chen, Janos Sztipanovits, Sherif Abdelwahed
A Semantic Unit for Timed Automata Based Modeling Languages. IEEE Real Time Technology and Applications Symposium (2006)
Liguo Yu, Stephen R. Schach, Kai Chen
Reusability before and after reuse: a Darwin case study. ISESE (2005)
Kai Chen, Janos Sztipanovits, Sandeep Neema
Toward a semantic anchoring infrastructure for domain-specific modeling languages. EMSOFT (2005)
Liguo Yu, Stephen R. Schach, Kai Chen
Measuring the maintainability of open-source software. ISESE (2005)
Liguo Yu, Stephen R. Schach, Kai Chen
Maintaining Linux: the role of "current". ISESE (2005)
Kai Chen, Janos Sztipanovits, Sherif Abdelwahed, Ethan K. Jackson
Semantic Anchoring with Model Transformations. ECMDA-FA (2005)
Liguo Yu, Stephen R. Schach, Kai Chen, A. Jefferson Offutt
Categorization of Common Coupling and Its Application to the Maintainability of the Linux Kernel. IEEE Trans. Software Eng. 30 (10) (2004)
Kai Chen, Stephen R. Schach, Liguo Yu, A. Jefferson Offutt, Gillian Z. Heller
Open-Source Change Logs. Empir. Softw. Eng. 9 (3) (2004)