Twitter bot that uses NLP models to summarize news articles referenced in a user's twitter timeline
1.) Extracts all tweets from the timeline corresponding to the inputted twitter handle
2.) Uses Google's T5-Transformer to summarize all articles referenced in those tweets
3.) Conducts preliminary semantic analysis on the title of the article.
4.) Displays article details, summary, title sentiment and generates a word cloud based on article content
Sample Output:
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The baseline code is for EDA: Easy Data Augmentation techniques for boosting performance on text classification tasks
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1 Jan 12, 2022
13 Oct 06, 2022
8 Oct 25, 2022
540 Dec 30, 2022
48 Dec 14, 2022
578 Dec 13, 2022
1k Jan 03, 2023
0 Feb 13, 2022
213 Dec 22, 2022
1.6k Dec 27, 2022
161 Dec 16, 2022
3 Jan 06, 2022
6 May 22, 2022
81 Dec 09, 2022
27 Jul 09, 2022
21 Dec 15, 2022
684 Jan 09, 2023
0 Apr 22, 2022
7 Dec 08, 2022
20 Jul 11, 2022