disambigeerimine
Disambigeerimine, or disambiguation, is the process of resolving ambiguity in language, data, or signals by identifying the intended meaning, sense, or referent among multiple candidates. It aims to map an ambiguous input to a single, appropriate interpretation in a given context.
In linguistics, disambiguation often refers to word sense disambiguation, where a polysemous word is assigned the
Approaches vary. Knowledge-based methods use lexical databases and semantic networks to compare context with known senses.
Common resources include WordNet, BabelNet, Wikidata, and Wikipedia disambiguation pages. Evaluation typically reports accuracy, precision, recall,
Applications include improving search results, question answering, machine translation, and text summarization, as well as aiding
Challenges include cross-language and domain transfer, sense granularity, and scarcity of labeled data for certain languages