Most RAG systems don’t understand sophisticated documents — they shred them

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 ...
IEEE

Multimodal Sentiment Analysis of Online Product Marketing Information Based on Artificial Intelligence Neural Networks and Text Mining

Abstract: With the rise of multimodal content (such as text and images) in online product marketing, sentiment analysis techniques face increasing demands for accuracy and versatility. However, ...
IEEE

Enhancing Cybersecurity Risk Assessment with Text Mining of Security Bulletins and Advisory Data

Abstract: The potential improvement on the specifics of cybersecurity risk evaluation is the subject of this paper with a set methodology that includes text mining on security bulletins and advisory ...
Reuters

UK's FTSE 100 closes above 10,000 for first time on mining, defence gains

FTSE 100 up 0.5%, trading at record highs Precious metal miners rise as Venezuela tensions lift gold Ashmore jumps on Venezuelan debt exposure FTSE 250 up 0.8%, hitting highest since October 2025 Jan ...