Comments on: How to Run Text Summarization with TensorFlow http://pavel.surmenok.com/2016/10/15/how-to-run-text-summarization-with-tensorflow/ Sat, 13 Apr 2019 17:14:00 +0000 hourly 1 http://wordpress.org/?v=3.5.1 By: David Hansen http://pavel.surmenok.com/2016/10/15/how-to-run-text-summarization-with-tensorflow/#comment-163 David Hansen Wed, 30 May 2018 20:12:00 +0000 http://pavel.surmenok.com/?p=213#comment-163 Hello, I’m joining the discussion a year (maybe two) late.

First things first–many thanks to Pavel for the blog–the clearest explanation I have read.

My question:
Summarizing the first two sentences of an article is a good step and like others in this post stream I wish to apply textsum beyond sentences to full article. Wondering if anyone has had a modicum of success in summarizing beyond two sentences. Also wondering if it feasible to treat each paragraph (first two sentences of each) in a larger article as separate “articles” (round robin fashion) to generate summary. If this is possible it might open way to sum across many full length articles.

Full disclosure: I am not well versed in writing or running code but manage to stumble through, so I may be blindly dreaming of solution that is not possible.

]]> By: TD http://pavel.surmenok.com/2016/10/15/how-to-run-text-summarization-with-tensorflow/#comment-159 TD Tue, 30 Jan 2018 05:14:00 +0000 http://pavel.surmenok.com/?p=213#comment-159 Excellent, Thanks Pavel. I will look for this link.

]]> By: surmenok http://pavel.surmenok.com/2016/10/15/how-to-run-text-summarization-with-tensorflow/#comment-157 surmenok Mon, 29 Jan 2018 22:52:00 +0000 http://pavel.surmenok.com/?p=213#comment-157 Hi Tridib,
I haven’t played with textsum for a while.
I think there could have been some improvement in text summarization algorithms since my post, and it makes sense to look for better models. There were links to Salesforce and IBM research in comments to this article.

]]> By: Tridib dutta http://pavel.surmenok.com/2016/10/15/how-to-run-text-summarization-with-tensorflow/#comment-156 Tridib dutta Mon, 29 Jan 2018 22:45:00 +0000 http://pavel.surmenok.com/?p=213#comment-156 Hi Pavel,
Nice post. I am also trying to use textsum in my project. But so far facing lot of issues. I am just wondering whether you have further played around with it. Eventually I would like to use it once I get over the issues I am facing. Thanks

]]> By: surmenok http://pavel.surmenok.com/2016/10/15/how-to-run-text-summarization-with-tensorflow/#comment-146 surmenok Sun, 10 Dec 2017 21:27:00 +0000 http://pavel.surmenok.com/?p=213#comment-146 No, I haven’t worked with that model and haven’t seen the code for it.

]]> By: TRIDIB DUTTA http://pavel.surmenok.com/2016/10/15/how-to-run-text-summarization-with-tensorflow/#comment-145 TRIDIB DUTTA Fri, 01 Dec 2017 18:35:00 +0000 http://pavel.surmenok.com/?p=213#comment-145 Thanks for the wonderful description above. I am wondering if you have worked with the salesforce model or do you know of any code at github. Thanks once again.

]]> By: Leena Shekhar Singh http://pavel.surmenok.com/2016/10/15/how-to-run-text-summarization-with-tensorflow/#comment-144 Leena Shekhar Singh Tue, 21 Nov 2017 20:47:00 +0000 http://pavel.surmenok.com/?p=213#comment-144 Thank you so much for the article. Iam wondering if any of you guys have a pre-trained model for this? I am specifically looking for a model trained on CNN/Daily mail dataset. It would be a great help as I cannot train a huge model like this currently given the resources I have.

]]> By: Максим Мирошник http://pavel.surmenok.com/2016/10/15/how-to-run-text-summarization-with-tensorflow/#comment-140 Максим Мирошник Fri, 10 Nov 2017 10:30:00 +0000 http://pavel.surmenok.com/?p=213#comment-140 Это хорошее вступление к обработке BigData

]]> By: surmenok http://pavel.surmenok.com/2016/10/15/how-to-run-text-summarization-with-tensorflow/#comment-134 surmenok Thu, 06 Jul 2017 00:44:00 +0000 http://pavel.surmenok.com/?p=213#comment-134 Improving accuracy is definitely valuable to work on. Check out this work by Salesforce: https://www.salesforce.com/products/einstein/ai-research/tl-dr-reinforced-model-abstractive-summarization/
It’s the best abstractive summarization model I’ve seen so far.

]]> By: Sasanka Kudagoda http://pavel.surmenok.com/2016/10/15/how-to-run-text-summarization-with-tensorflow/#comment-133 Sasanka Kudagoda Sun, 02 Jul 2017 06:28:00 +0000 http://pavel.surmenok.com/?p=213#comment-133 Hi Pavel Surmenok, I was planing to do text summarization related project for my final year, Could you please point out some areas which i can improve, any new additions or accuracy or anything that i could work out.

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