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All posts by : Marco Belmondo

abstractive-text-summarization-using-lstm-cnn-based-deep-learning-paperlit

Text summarization using LSTM CNN based deep learning

January 5, 2021
by Marco Belmondo Summarization

Automatic text summarization is a field that is experiencing much interest and research lately because of its many applications (automatically summarizing research papers, long reports, entire books, web pages, news, etc).  There are two ways of attemp ...

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Best text processing language

January 5, 2021
by Marco Belmondo Summarization

Natural Language Processing, aka NLP, is a cross discipline that is at the intersection of linguistics, machine learning and artificial intelligence and that is experimenting a great popularity recently because it lies at the heart of many widely used app ...

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how-to-summarize-long-texts-and-books-PaperLit

How to summarize long texts and books

September 8, 2020
by Marco Belmondo Summarization

Usually when you think of summarizing something you think of articles, reports, scientific papers...texts that are not overly lengthy. But sometimes this is not the case and you have to deal with different kinds of texts: studies, thorough reports, eve ...

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Find out how to create an impressive summary

September 8, 2020
by Marco Belmondo Summarization

Summarizing is something that you find yourself in the necessity of doing more often than you could possibly expect, especially now that in all areas of business and of research there is a true overload of written material no one has time to read. So f ...

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find-the-best-summarize-tool-for-you-PaperLit

Find the best summarize tool for you

September 8, 2020
by Marco Belmondo Summarization

When you eat something you usually say that is not good what is good but is good what you like. With automatic summarizer tools it’s exactly the same: while it’s hard to find the best summarize tool it’s easier to spot the one that is more adequate to you ...

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summarize-effectively-for-all-types-of-text-PaperLit

Summarize effectively for all types of text

August 31, 2020
by Marco Belmondo Summarization

We all know the importance of a good summary: be it for school or for work, managing to summarize all the main points of a text in a condensed form that maintains all the relevant information opens the door to more effective work or study and helps you cl ...

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discover-the-differences-between-analysis-and-summary-PaperLit

Discover the differences between analysis and summary

August 31, 2020
by Marco Belmondo Summarization

Even though they may be perceived as similar, there are in fact huge differences between text summarization and text analysis. In a summary you try to extract the most relevant information from a text, obtaining as a result a shorter text that is concise, ...

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text-summarization-modes-and-algos-PaperLit

Text Summarization: modes and algos

August 24, 2020
by Marco Belmondo Summarization

Which algorithms are used to summarize. Text summarization is the process of producing a shorter version of a text (or also of more than one text) without loss of sense and of relevant information. In an era of information overload, where texts of all ki ...

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differences-between-extractive-and-abstractive-summary

Differences between extractive and abstractive summary

July 30, 2020
by Marco Belmondo Summarization

We are in Big Data era and, as years passed, we have understood that data is not only about tables and numbers. Data professionals talk more and more about unstructured data, such as texts, images and video. Texts seem to be a high-potential source: if yo ...

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how-to-create-effective-summary-text-summarization-1

How to create an effective summary

July 21, 2020
by Marco Belmondo Summarization

Have you ever tried to summarize a text, for example when you were at school? Probably yes! The summarizing process is extremely important, both for studying and working. Summarizing means to extract the most relevant information from a text, with the abi ...

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