The advancement of natural language processing (NLP) is one of the most significant trends in AI. The emergence of large language models like ChatGPT has revolutionized the way we interact with computers, and its applications are constantly expanding. In this blog post, we'll delve into the world of NLP and explore the latest advancements in this field.

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Methodology

This trend analysis is generated using traditional machine learning techniques:

• TF-IDF Vectorization: Extract important terms from news articles
• Non-negative Matrix Factorization (NMF): Identify latent topics
• K-Means Clustering: Group similar articles
• Temporal Analysis: Track keyword trends over time

Analysis based on 700 articles from recent news cycles.