Abstract
Systems and methods generate contextual, in-product definitions for domain terminology displayed in user interfaces. A client renders an annotated term and, upon a user click, sends the term and UI context to a backend definition service. The service checks a cache keyed by the term and context; when available, a cached definition is returned. Otherwise, the service invokes a language model with references to authoritative knowledge sources and an output contract requiring a definition of 20 words or fewer and a learn hyperlink to a wiki page that defines the term. The definition and hyperlink are presented via a standardized UI pattern. User feedback on definition quality is collected and used to cache and prefer higher-quality definitions per term and context, improving consistency, latency, and compute efficiency. Metrics such as clicks, feedback, link click-through, and cache hit rates may be recorded.
Creative Commons License
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Recommended Citation
Anonymous, "AI-Driven Contextual Terminology Definition Generation for User Interface Elements", Technical Disclosure Commons, ()
https://www.tdcommons.org/dpubs_series/10619