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add political insight analysis using llms

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Frank Xu
2024-05-31 11:03:57 -04:00
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@@ -349,11 +349,11 @@ The background of the leaked emails is a significant chapter in recent U.S. poli
The leaked email dataset from Hillary Clinton's private email server is a comprehensive collection of communications covering her entire tenure as Secretary of State from 2009 to 2013. It includes approximately 30,000 emails with a wide range of topics from official diplomatic communications to personal correspondences. The release and subsequent analysis of these emails have played a crucial role in political debates, legal inquiries, and public discussions about transparency and security in government communications.
Our dataset: [a set of email summaries](/AI4Forensics/CKIM2024/HillaryEmails/results_email_summary.txt). Each email summary is a summarization of an email generated by Gemini from an original email in the original leaked email dataset [emails](https://github.com/benhamner/hillary-clinton-emails?tab=readme-ov-file). We are only interested in emails containing the keyword "israel".
Our dataset: [a set of email summaries](/AI4Forensics/CKIM2024/HillaryEmails/results_email_summary.txt). Each email summary is a summarization of an email generated by Gemini from an original email in the original leaked [email dataset](https://github.com/benhamner/hillary-clinton-emails?tab=readme-ov-file). We are only interested in emails containing the keyword "israel".
Our results: [Code in Jupyter Notebook](/AI4Forensics/CKIM2024/HillaryEmails/email_analysis_political_insight.ipynb).
Screenshot: <img src="/AI4Forensics/CKIM2024/HillaryEmails/political_insight_2024-05-31_10-29-52.jpg">
Here are some political insights based on the leaked email summaries obtained from Hillary Clinton's private email server that are related to Israel: <img src="/AI4Forensics/CKIM2024/HillaryEmails/political_insight_2024-05-31_10-29-52.jpg">
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