Yahya Masri
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View article: Optimizing context-based location extraction by tuning open-source LLMs with RAG
Optimizing context-based location extraction by tuning open-source LLMs with RAG Open
Text data such as news from media include different types of geographic information, represented by location, that indicates the whereabout of events or phenomena. Extracting the geographic locations from text within their contexts is chal…
View article: Comparative Analysis of BERT and GPT for Classifying Crisis News with Sudan Conflict as an Example
Comparative Analysis of BERT and GPT for Classifying Crisis News with Sudan Conflict as an Example Open
To obtain actionable information for humanitarian and other emergency responses, an accurate classification of news or events is critical. Daily news and social media are hard to classify based on conveyed information, especially when mult…