lemmatisation meaning in Hindi

Examples

1. Lemmatisation attempts to improve upon this challenge.
2. Lemmatisation is closely related to stemming.
3. NLP algorithms include dictionary-based stemming ( also known as lemmatisation ) and dictionary-based phrase identification.
4. As a result, developing efficient "'lemmatisation "'algorithms is an open area of research.
5. In computational linguistics, lemmatisation is the algorithmic process of determining the lemma of a word based on its intended meaning.
6. Some lemmatisation algorithms are stochastic in that, given a word which may belong to multiple parts of speech, a probability is assigned to each possible part.
7. Unlike stemming, lemmatisation depends on correctly identifying the intended part of speech and meaning of a word in a sentence, as well as within the larger context surrounding that sentence, such as neighboring sentences or even an entire document.
8. Quantitative textual analysis models often employ'bag of words'methods that remove word ordering, delete words that are very common and very uncommon, and simplify words through lemmatisation or stemming that reduces the dimensionality of the text by reducing complex words to their root word.