منابع مشابه
Literacy from Scratch
Literacy from Scratch” is a response to the United Kingdom (UK) government’s initiative to develop computer programming skills in both the Primary phase of education (pupils aged 5-11) and the Secondary phase (aged 11-18). The project has several related aspects: it involves the reworking of Primary and Secondary Initial Teacher Training (ITT) programmes at Brunel University, through which Post...
متن کاملText Understanding from Scratch
This article demonstrates that we can apply deep learning to text understanding from characterlevel inputs all the way up to abstract text concepts, using temporal convolutional networks(LeCun et al., 1998) (ConvNets). We apply ConvNets to various large-scale datasets, including ontology classification, sentiment analysis, and text categorization. We show that temporal ConvNets can achieve asto...
متن کاملThe Universe from Scratch
A fascinating and deep question about nature is what one would see if one could probe space and time at smaller and smaller distances. Already the 19th-century founders of modern geometry contemplated the possibility that a piece of empty space that looks completely smooth and structureless to the naked eye might have an intricate microstructure at a much smaller scale. Our vastly increased und...
متن کاملQuality Estimation from Scratch
This thesis presents a deep neural network for word-level machine translation quality estimation. The model extends the feedforward multi-layer architecture by [Collobert et al., 2011] to learning continuous space representations for bilingual contexts from scratch. By means of stochastic gradient descent and backpropagation of errors, the model is trained for binary classification of translate...
متن کاملCategories from scratch
The concept of category from mathematics happens to be useful to computer programmers in many ways. Unfortunately, all"good"explanations of categories so far have been designed by mathematicians, or at least theoreticians with a strong background in mathematics, and this makes categories especially inscrutable to external audiences. More specifically, the common explanatory route to approach ca...
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ژورنال
عنوان ژورنال: Atla Summary of Proceedings
سال: 2019
ISSN: 0066-0868
DOI: 10.31046/proceedings.2018.101