Abstract
This project explores the application of Natural Language Processing (NLP) techniques to analyze United Nations General Assembly (UNGA) speeches. Using NLP allows for the efficient processing and analysis of large volumes of textual data, enabling the extraction of semantic patterns, sentiment analysis, and topic modeling. Our goal is to deliver a comprehensive dataset and a tool (interface with descriptive statistics and automatically extracted topics) from which political scientists can derive insights into international relations and have the opportunity to gain a nuanced understanding of global diplomatic discourse.
| Original language | English |
|---|---|
| Title of host publication | Progress in Polish Artificial Intelligence Research 5 |
| Subtitle of host publication | Proceedings of the 5th Polish Conference on Artificial Intelligence (PP-RAI'2024) |
| Place of Publication | Warsaw, Poland |
| Pages | 188-193 |
| Number of pages | 6 |
| ISBN (Electronic) | 9788381566971 |
| DOIs | |
| Publication status | Published - Apr 2024 |
| Event | Polish Conference on Artificial Intelligence - Warsaw University of Technology, Warsaw, Poland Duration: 18 Apr 2024 → 20 Apr 2024 Conference number: 5th https://pp-rai.pl/ |
Conference
| Conference | Polish Conference on Artificial Intelligence |
|---|---|
| Abbreviated title | PP-RAI 2024 |
| Country/Territory | Poland |
| City | Warsaw |
| Period | 18/04/2024 → 20/04/2024 |
| Internet address |
Keywords
- natural language processing
- information extraction
- political language