Insight

: Unlike traditional "shallow" text mining that just counts words, Deep Text uses Knowledge Graphs and Natural Language Processing (NLP) to understand the relationships and concepts within a sentence.

: It identifies not just what someone is saying, but their underlying intent or specific emotions, such as distinguishing sarcasm or complex moods like hope vs. contentment. Key Resources Insight

: It uses deep learning models to distinguish between words with multiple meanings (e.g., recognizing "Jaguar" as a car brand vs. an animal based on surrounding text). : Unlike traditional "shallow" text mining that just

: A methodology focused on reducing "AI technical debt" by using semantic models, as detailed by PoolParty . as detailed by PoolParty .