Using TF-IDF and LLM tools to analyze large databases. What they reveal about the state of modern banking and consumer trust.
Musings
Old-School Summarization Reimagined
Leverage Phi-3 and TF-IDF for text summarization with enhanced accuracy and efficiency.
The Power of Regex
Using regular expressions (regex) to identify and eliminate overused words and phrases, refining an author's prose in the writing journey.
The Power of Preposition: Unpacking Literary Greats and Language Tools
Explore the nuanced role of prepositions in the works of literary giants Hemingway and Faulkner, and learn how modern language processing tools, like Spacy and The Forge language models, are leveraging the power of prepositions in text analysis.
The Art of Digital Storytelling in Complex Summarization
Explore the strengths of BERT and Sumy in text summarization. Dive into how document quality impacts results and discover the art of digital storytelling in NLP.