Sunday, August 18, 2019

Deep Learning Papers that you must know!

Word embedding: Mikolov et al., 2013b; Pennington et al., 2014 word level embedding. One embedding per language versus LASER one embedding for all languages.
Sentence embedding: Conneau et al., 2017; Peters et al., 2018; Devlin et al., 2018 sentence level embedding. One embedding per language versus LASER one embedding for all languages.


Paper on data augmentation. Data augmentation scaling, rotations, mirroring, and/or cropping. The Effectiveness of Data Augmentation in Image Classification using Deep Learning Jason Wang Stanford University Luis Perez Google

AlexNet (wikipedia) : "AlexNet is the name of a convolutional neural network, designed by Alex Krizhevsky,[1] and published with Ilya Sutskever and Krizhevsky's PhD advisor Geoffrey Hinton,[2][3] who was originally resistant to the idea of his student.[1][4]

AlexNet competed in the ImageNet Large Scale Visual Recognition Challenge[5] on September 30, 2012. The network achieved a top-5 error of 15.3%, more than 10.8 percentage points lower than that of the runner up. The original paper's primary result was that the depth of the model was essential for its high performance, which was computationally expensive, but made feasible due to the utilization of graphics processing units (GPUs) during training.[5]" AlexNet is similar to modern CNN architecture made significant improvement in ImageNet competition performance!

Plagiarism detection: Clough, P. and Stevenson, M. Developing A Corpus of Plagiarised Short Answers, Language Resources and Evaluation: Special Issue on Plagiarism and Authorship Analysis, In Press. 


  1. Such a very useful article. Very interesting to read this article. I would like to thank you for the efforts you had made for writing this awesome article. Data Science course in Hyderabad

  2. A Community for business analysis practitioners and learners.The Professional Certification in Business Analytics is a foundation course for students and professionals who want to develop niche data skills for their chosen industry domain or function area. Become a Business Intelligence and Data Visualisation expert and surge ahead in your career. The nine-day Business Analytics certification course covers all the essential Analytical and Statistical techniques for effective business decision making. This programme introduces the student to the basic concepts of Python language. business analytics courses in hyderabad

  3. This is a wonderful article, Given so much info in it, Thanks for sharing. CodeGnan offers courses in new technologies and makes sure students understand the flow of work from each and every perspective in a Real-Time environmen python training in vijayawada. , data scince training in vijayawada . , java training in vijayawada. ,


Developing apps for airtable using Airtable Blocks

The airtable smart sheets now has an app platform called Airtable Blocks, which allows developers to add custom code, and build apps quickly...