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Article
Intellectual property protection of DNN models
Deep learning has been widely applied in solving many tasks, such as image recognition, speech recognition, and natural language processing. It requires a high-quality dataset, advanced expert knowledge, and e...
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Chapter and Conference Paper
MCER: A Multi-domain Dataset for Sentence-Level Chinese Ellipsis Resolution
Ellipsis is a cross-linguistic phenomenon which can be commonly seen in Chinese. Although eliding some of the elements in the sentence that could be understood from the context makes no difference for human be...
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Chapter and Conference Paper
Privacy-Preserving Online Ride-Hailing Matching System with an Untrusted Server
With the popularity of Online Ride-Hailing (ORH) service, there are growing concerns about location privacy because the taxis and passengers need to upload their locations to the service provider. These locati...
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Chapter and Conference Paper
A Multi-task Kernel Learning Algorithm for Survival Analysis
Survival analysis aims to predict the occurring times of certain events of interest. Most existing methods for survival analysis either assume specific forms for the underlying stochastic processes or linear h...
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Chapter and Conference Paper
Semantic-Aware Chinese Zero Pronoun Resolution with Pre-trained Semantic Dependency Parser
Deep learning-based Chinese zero pronoun resolution model has achieved better performance than traditional machine learning-based model. However, the existing work related to Chinese zero pronoun resolution ha...
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Chapter and Conference Paper
Adversarial Domain Adaptation for Chinese Semantic Dependency Graph Parsing
The Chinese Semantic Dependency Graph (CSDG) Parsing reveals the deep and fine-grained semantic relationship of Chinese sentences, and the parsing results have a great help to the downstream NLP tasks. However...
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Chapter and Conference Paper
Dependency-Gated Cascade Biaffine Network for Chinese Semantic Dependency Graph Parsing
The Chinese Semantic Dependency Graph (CSDG) parsing breaks the limitation of the syntactic or semantic tree structure dependency system with a richer representation ability to express more complex language ph...
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Chapter and Conference Paper
A Privacy Protection Solution for the Balance of Performance and Security in Cloud Computing
In order to strengthen users’ confidence to upload the private data to cloud platform, existing ways stressed too much on the security. However, cloud computing was an open and distributed environment, and it ...
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Chapter and Conference Paper
Parimutuel Betting on Permutations
We focus on a permutation betting market under parimutuel call auction model where traders bet on final rankings of n candidates. We present a Proportional Betting mechanism for this market. Our mechanism allows ...