Farnsworth writes that such repetition creates a "hammering effect" that is likely to be remembered. Examples he provides include: "They always will; they always do; they always have." Quoting Charles Dickens for an example, Farnsworth includes "...the most dismal trees in it, and the most dismal sparrows, and the most dismal cats, and the most dismal houses..."
We developed a retrieval system for UI components that combines transformer-based embeddings with generative pre-processing. This approach enables latent semantic querying with natural language expressions rather than strict term matching.
Emotional support subcategories were underrepresented, limiting the evaluation of NLP systems designed to identify such nuances in clinical notes, highlighting important gaps in clinical data.