Machine learning models for natural language processing have traditionally relied on large numbers of discrete features, built up from atomic categories such as word forms and part-of-speech labels, which are considered completely distinct from each other. Recently however, the advent of dense feature representations coupled with deep learning techniques has...
Electrical stimulation of beef carcasses (n=18) did not cause a
significant reduction in microbial population on three different sampling
positions immediately following slaughter. In constrast, significant
microbial reduction (P > 0.05) was found at position 2 (muscle
above aitch bone), but not at position 1 (inside of neck) or position...
The two major objectives of this thesis are: (1) demonstrating and
applying optimal design theory by developing an optimal sampling-time
strategy for parameter estimation in stochastic one compartment models,
and (2) examining in depth the extended least squares (ELS) method of
estimating population pharmacokinetic parameters.
The nonlinear weighted least squares...
When people talk about the one-child policy in China, it always relates to topics like human rights violations or the population control dilemma. The one-child policy was published in the 1980s, around the same time as the Economic Reform, and these twin policies brought Chinese society tremendous changes. This paper...
- Collagen fibers are found in 25% of the whole body
protein content. They are highly adhesive to cells and
can be used as scaffold proteins that can promote cell
growth and be used to capture cells.
- In our lab, we use collagen to capture cancer cells in
order...
We explore the application of deep learning to the disparate fields of natural language processing and computational biology. Both the sentences uttered by humans as well as the RNA and protein sequences found within the cells of their bodies can be considered formal languages in computer science, as sets of...
RNAs play important roles in multiple cellular processes, and many of their functions rely on folding to specific structures. To maintain their functions, secondary structures of RNA homologs are conserved across evolution. These conserved structures provide critical targets for diagnostics and therapeutics. Thus, there is a need for developing fast...
Simultaneous speech translation (SimulST) is widely useful in many cross-lingual communication scenarios, including multinational conferences and international traveling. Since text-based simultaneous machine translation (SimulMT) has achieved great success in recent years. The conventional cascaded approach for SimulST uses a pipeline of streaming ASR followed by simultaneous MT but suffers from...
Throughout the course of fashion, much inspiration has been sourced by designers from ethnic cultures. Chinese fashion specifically has been referenced and reinterpreted by Western creatives for many years, either by incorporating elements of traditional garments or presenting them in an inappropriate manner. Such activities have garnered accusations of cultural...