Automated document merging and extractive summarization of news articles
Automated document merging and extractive summarization of news articles
NewsNow is an application that takes in a search query and provides you with a crisp and error free readable verion of the news article from over 5 different reputed sources. It merges documents together while also making sure to remove any kind of duplicate entries.
NewsNow was a project built as a part of the Introduction to Computing using Python course (UE18CS101) at PES University.
Document merging can be enhanced in a few ways like
Hello @aditeyabaral I would like to add a feature enhancement to this application, making it able to also search for queries in Hindi (Devanagari script), and output summaries from Hindi news articles. If you are interested in that feature, I will start working on it. Do let me know :)
It would be great to have multiple methods of word embeddings available to enhance the functionality. These can include -
If you are working on any, do leave a comment for others to know.
Use neuralcoref library's coreference resolution class to process these before obtaining the tfidf scores in the default summariser
Need a new GUI using flask. A material design would come off really well with a white and blue colour scheme.
Convert this into a CLI tool such that one can run
python newsnow.py --topic <topic_or_phrase>
Various libraries exist that summarize articles. We can add them as options that can be used to summarize.
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