Yash JainMeronym and Holonym in Natural Language ProcessingMeronym is a linguistic relationship that exists between two words when one word is a part or a member of the other. In this relationship…Mar 25, 2023Mar 25, 2023
Yash JainUnderstanding Hypernyms and Hyponyms in NLP using Python and NLTKHypernyms and hyponyms are two important concepts in natural language processing (NLP) that help in understanding the relationships between…Mar 22, 2023Mar 22, 2023
Yash JainPrincipal Component Analysis (PCA) [NLP, Python]It’s a common practice of reducing the dimension, PCA is an unsupervised learning algorithm that is commonly used for this.May 9, 2022May 9, 2022
Yash JaininDev GeniusNamed Entity Recognition (NER)[NLP, Python]Named Entity Recognition is one of the subtasks of Information Extraction. The main aim of NER is to locate entities in the document…Mar 28, 20221Mar 28, 20221
Yash JaininDev GeniusCoreference Resolution [NLP, Python]Coreference resolution is the task of finding all referring expressions like — (he, I, that, this…, or any subject or noun) is referred to…Mar 14, 20221Mar 14, 20221
Yash JaininDev GeniusDependency Parsing [NLP, Python]Dependency structure shows which word or phrase depends on which other words or phrases. We use dependency-based parsing to analyze and…Mar 9, 20221Mar 9, 20221
Yash JainPOS Tagging [NLP, Python]POS tagging is important to get an idea that which parts of speech does tokens belongs to i.e whether it is noun, verb, adverb…Feb 27, 20221Feb 27, 20221
Yash JainStopwords [NLP, Python]Stop words are common words in any language that occur with a high frequency but carry much less substantive information about the meaning…Feb 23, 2022Feb 23, 2022
Yash JainLemmatization [NLP, Python]Lemmatization is the process of replacing a word with its root or head word called lemma. Aim is to reduce inflectional forms to a common…Feb 22, 20222Feb 22, 20222
Yash JainStemming [NLP, Python]Stemming refers to the process of removing suffixes and reducing a word to some base form such that all different variants of that word can…Feb 21, 2022Feb 21, 2022
![Named Entity Recognition (NER)[NLP, Python]](https://miro.medium.com/v2/resize:fill:160:106/1*FkkQGcIAqYy5rij2qq5dpg.png)
![Named Entity Recognition (NER)[NLP, Python]](https://miro.medium.com/v2/resize:fill:320:214/1*FkkQGcIAqYy5rij2qq5dpg.png)
![Coreference Resolution [NLP, Python]](https://miro.medium.com/v2/resize:fill:160:106/0*l4b8FQIemOyFcNKe.png)
![Coreference Resolution [NLP, Python]](https://miro.medium.com/v2/resize:fill:320:214/0*l4b8FQIemOyFcNKe.png)
![Dependency Parsing [NLP, Python]](https://miro.medium.com/v2/resize:fill:160:106/1*4zIJqxoVMa3TlVTNPTpKew.png)
![Dependency Parsing [NLP, Python]](https://miro.medium.com/v2/resize:fill:320:214/1*4zIJqxoVMa3TlVTNPTpKew.png)
![POS Tagging [NLP, Python]](https://miro.medium.com/v2/resize:fill:160:106/1*b3XXgY7ECKzKgL_yMw-fWw.png)
![POS Tagging [NLP, Python]](https://miro.medium.com/v2/resize:fill:320:214/1*b3XXgY7ECKzKgL_yMw-fWw.png)
![Stopwords [NLP, Python]](https://miro.medium.com/v2/resize:fill:160:106/1*sZIbOQeo3pxx3YWyDknM7g.png)
![Stopwords [NLP, Python]](https://miro.medium.com/v2/resize:fill:320:214/1*sZIbOQeo3pxx3YWyDknM7g.png)
![Lemmatization [NLP, Python]](https://miro.medium.com/v2/resize:fill:160:106/1*P51blae7tq467DvvvT4VxQ.png)
![Lemmatization [NLP, Python]](https://miro.medium.com/v2/resize:fill:320:214/1*P51blae7tq467DvvvT4VxQ.png)
![Stemming [NLP, Python]](https://miro.medium.com/v2/resize:fill:160:106/1*ulQG42P69Y96-2qH1BgirA.png)
![Stemming [NLP, Python]](https://miro.medium.com/v2/resize:fill:320:214/1*ulQG42P69Y96-2qH1BgirA.png)
