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Słownik AI

Kompletny słownik sztucznej inteligencji

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kategorie
2 032
podkategorie
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Stemming

A heuristic algorithm that removes word suffixes to obtain their root, without necessarily producing a valid dictionary word. A faster but less precise technique than lemmatization.

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Morpheme

The smallest meaningful unit of language that cannot be further decomposed without loss of meaning. Morphemes can be free (standalone words) or bound (affixes).

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Affix

A bound morpheme that attaches to a base or root to form a new word or modify its grammatical function. Affixes include prefixes, suffixes, infixes, and circumfixes.

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Inflection

A morphological process that modifies the form of a word to express grammatical categories such as tense, number, gender, or case. Inflection does not change the fundamental category of the word.

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Derivation

The process of forming new words by adding affixes to an existing base, often changing its grammatical category or meaning. Derivation enriches the language's lexicon.

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Morphological analysis

A computational process that decomposes words into their morphological constituents and identifies their grammatical properties. Fundamental for many NLP applications like machine translation.

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Morphological base

The part of a derived or inflected word to which affixes are attached, often the root or lemma. The base constitutes the element carrying the main lexical meaning of the word.

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Inflectional paradigm

The complete set of inflected forms that a word can take according to relevant grammatical categories. The paradigm represents the systematic structure of morphological variations.

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Allomorph

Phonetic or graphic variation of a morpheme depending on its context of use. Allomorphs illustrate the complexity of morphological rules in natural languages.

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Productive morphology

Set of morphological processes currently active in a language that allow for the creation of new forms. Contrasts with non-productive morphology which concerns frozen historical rules.

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Concatenative morphology

Type of morphology where morphemes are added to each other by simple linear concatenation. Predominant in Indo-European languages like French or English.

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Non-concatenative morphology

Morphological system where word formation involves internal modifications rather than the addition of affixes. Characteristic of Semitic languages like Arabic with its radical patterns.

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Morphological tokenization

Process of segmenting text into meaningful morphological units rather than complete words. Essential for languages with complex morphological structure like Turkish or Finnish.

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Infix

Affix inserted inside a root rather than placed at the beginning or end. A rare phenomenon but present in certain languages like Tagalog or some forms of English slang.

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Circumfix

Discontinuous affix that inserts as both prefix and suffix around a base. Present in languages like German (ge-t) or Dutch to form certain past participles.

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Clitic

Morphological element that behaves syntactically like a word but phonologically like an affix attached to a neighboring word. Clitics occupy an intermediate position between words and affixes.

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Morphosyntax

Interface between morphology and syntax studying how morphological properties of words influence their syntactic behavior. Crucial for understanding relationships between form and grammatical function.

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Morphological segmentation

NLP task consisting of automatically decomposing words into constituent morphemes. Fundamental for the analysis of agglutinative languages and recognition of unknown words.

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Morphological tagging

Process of automatically annotating tokens with detailed morphological information such as grammatical category, tense, mood, or number. Finer than traditional simple POS tagging.

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