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Gaurav Bhatt
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In this post, I am going to discuss Deep CorrNet that is described in Correlational Neural Network which is a Common Representation Learning (CRL) technique. I have implemented CorrNet in Python using Keras, Theano as the backend, and Scikit Learn. I have…
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Automatic question answering is a widely studied problem in natural language processing with applications including entity extraction and information retrieval. Most of the existing works in this area tackles a restricted problem of factoid question…
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This article is a successor to the previous post Simple Markov Model for correcting Transliterated Queries. The key feature of the introduced model are: Can be retrained on a new dataset of well spelled queries in mixed languages such as Hindi-English,…
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Point of Interests(POI) can be defined as an attractive location or an item which someone may find useful of some particular interest. A brief description related to check-in based POI can be found in Joint Modeling of User Check-in Behaviors for…
Point of Interest
Point of Interest
deeplearn.school.blog
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Some thoughts on Deep Learning
Deep learning models are known to be computationally expensive and can take several days to train depending upon the size of data-set. To reduce the processing time the use of GPU and distributed computing using MapReduce can be seen these days. In this…
Deep Cloud
Deep Cloud
deeplearn.school.blog
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Deep learning models are known to be computationally expensive and can take several days to train depending upon the size of data-set. To reduce the processing time the use of GPU and distributed computing using MapReduce can be seen these days. In this…
Deep Cloud
Deep Cloud
deeplearn.school.blog
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The use of mixed languages allows people to express and communicate beyond the constraints of one language. Recently, a common term that has been given to these mixed languages is Hinglish. The use… Source: Simple Markov Model for correcting…
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The use of mixed languages allows people to express and communicate beyond the constraints of one language. Recently, a common term that has been given to these mixed languages is Hinglish. The use… Source: Simple Markov Model for correcting…
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