João Coutinho-Almeida, Ricardo João Cruz-Correia, Pedro Pereira Rodrigues
Evaluating distributed-learning on real-world obstetrics data: comparing distributed, centralized and local models
Scientific reports
paper proposes novel approach generation chinese sentences illformed taiwanese sign language tsl people hearing impairments first sign iconbased virtual keyboard constructed provide visualized interface retrieve sign icons sign database proposed language model lm based predictive sentence template pst tree integrates statistical variable ngram lm linguistic constraints deal translation problem illformed sign sequences grammatical written sentences pst tree trained corpus collected deaf schools used model correspondence signed written chinese addition set phrase formation rules based trigger pair category derived sentence pattern expansion approaches improved efficiency text generation accuracy word prediction therefore improved input rate assessment practical communication aids readingcomprehension training program ten profoundly deaf students undertaken deaf school tainan taiwan evaluation results show literacy aptitude test subjective satisfactory level significantly improved