4 citations · 7 across the 3 of their papers we have counts for
6 papers
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction
Freddy C. Chua, Nigel P. Duffy
We address the challenge of extracting structured information from business documents without detailed annotations. We propose Deep Conditional Probabilistic Context Free Grammars…
Collective Semi-Supervised Learning for User Profiling in Social Media
Richard J. Oentaryo, Ee-Peng Lim, Freddy Chong Tat Chua +2
The abundance of user-generated data in social media has incentivized the development of methods to infer the latent attributes of users, which are crucially useful for personaliza…
Stringer: Balancing Latency and Resource Usage in Service Function Chain Provisioning
Freddy C. Chua, Julie Ward, Ying Zhang +2
Network Functions Virtualization, or NFV, enables telecommunications infrastructure providers to replace special-purpose networking equipment with commodity servers running virtual…
A Bayesian Approach to the Partitioning of Workflows
Freddy C. Chua, Bernardo A. Huberman
When partitioning workflows in realistic scenarios, the knowledge of the processing units is often vague or unknown. A naive approach to addressing this issue is to perform many co…
Partitioning Uncertain Workflows
Bernardo A. Huberman, Freddy C. Chua
It is common practice to partition complex workflows into separate channels in order to speed up their completion times. When this is done within a distributed environment, unavoid…
Using Linear Dynamical Topic Model for Inferring Temporal Social Correlation in Latent Space
Freddy Chong Tat Chua, Richard J. Oentaryo, Ee-Peng Lim
The abundance of online user data has led to a surge of interests in understanding the dynamics of social relationships using computational methods. Utilizing users' items adoption…