Krahasoni metodat

	Ekstraktimi i fjalëve kyçe	Analiza e Lexueshmërisë
Fusha	Nxjerrja e tekstit	Nxjerrja e tekstit
Familja	Process / pipeline	Process / pipeline
Viti i origjinës	—	1975
Krijuesi	—	J. Peter Kincaid et al.
Lloji	NLP text-mining task	Text-mining readability scoring task
Burimi themelues	Mihalcea, R. & Tarau, P. (2004). TextRank: Bringing Order into Texts. EMNLP, 404-411.	Kincaid, J.P., Fishburne, R.P., Rogers, R.L. & Chissom, B.S. (1975). Derivation of New Readability Formulas for Navy Enlisted Personnel. Naval Technical Training Command.
Emërtime të tjera	keyphrase extraction, key term extraction, Anahtar Kelime Çıkarma (Keyword Extraction)	readability scoring, readability formulas, Flesch-Kincaid analysis, Okunabilirlik Analizi
Të lidhura	4	3
Përmbledhja	Keyword extraction is a natural-language-processing task that automatically identifies the words or phrases that best represent the content of a document. It turns a body of free text into a compact, ranked list of key terms, drawing on statistical, graph-based methods such as TextRank (Mihalcea & Tarau, 2004), or embedding-based methods such as KeyBERT (Grootendorst, 2020).	Readability analysis measures how well a text suits its intended audience by applying established readability formulas such as Flesch-Kincaid and Gunning Fog. The modern formula family was derived by Kincaid and colleagues in 1975, and it turns prose into a single score or target reading-grade level that signals how easy the text is to read.