@apoorvsaini There are actually two types of summarization, extractive and abstractive. Abstractive summaries are very difficult to do as it requires an extremely good language parser and it is simply too difficult. Extractive is a lot more common. It generally involves creating a bag of words with n-grams and then applying weights.
Hey Varun, this is such a fantastic app. It's clean, beautifully designed and in the testing over the last few days, I'm loving it. It summarises the articles so well and I'm already saving a ton of time. I'd love to be a beta tester for this as well. I also just had a few thoughts on the app. As someone mentioned above, having Pocket integration would be amazing. If we can choose our own sources as well, that would be really beneficial. For example, I may want to choose 9to5Mac, etc. Finally, while reading an article, it would be so great having the iOS swipe to go back gesture rather than just the back arrow on the top left; one handed use on the iPhone 6s Plus is hard with that and I have to use reachability. Keep up the amazing work and congratulations on the WWDC '16 scholarship!
@evivz The infographics and maps are provided underneath the summary. The infographics include ring charts, money highlights, and many more when certain information is extracted from the text. The maps are shown when there is a key location found in the text.
Thanks for checking out Summit!
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