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Text Classification
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Last updated: Feb 28, 2022

Text Classification

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Text classification is the process of categorising text, primarily words and sentences, based on the category and sub-category to which they belong. This can be useful for analysing a collection of content that falls into a specific category. Understanding the sentiment of tweets, for example, by analysing them. Learn more about different classification methods.
Text Classification in NLP EASY
This article will learn about NLP with its applications; later, we will see the steps involved in Text Classification with its implementation.
Author Mayank Goyal
0 upvotes
Maximum Entropy Model
In this article, we will look into MaxEnt and its approach. Later we will study MEMM.
Author Mayank Goyal
0 upvotes
Conditional Random Fields HARD
In this blog, we will learn about conditional random fields in machine learning and their implementation.
Author Lucifer go
0 upvotes
Conditional Random Fields EASY
In this article, we will discuss the concept of Conditional Random Fields (CRF). Also, will see the maths behind it along with its use cases.
Author soham Medewar
0 upvotes
Named Entity Recognition
In this article, we will talk about NER and its various applications that can be used to detect named entities in texts.
Author Rajkeshav
0 upvotes
NER with KERAS and Tensorflow EASY
In this article, we will see the implementation of the name entity recognition model using keras and tensorflow.
Author soham Medewar
0 upvotes

Syntactic Analysis

Syntactic analysis, also known as parsing, is a Natural Language Processing method of analysing a specific set of words, symbols, phrases, or sentences based on a set of words or a predefined grammar sequence based on some logic. This can be useful for retrieving meaningful text from the corpus.
Syntactic Analysis and Parser EASY
This article explains syntactic analysis in detail as the analysis and logical meaning of parser, and its types.
Author Adya_Tiwari
1 upvote
Dependency Parsing
In this blog, we will learn about dependency parsing and various methods for dependency parsing.
Author Rajkeshav
0 upvotes
CYK Algorithm
In this blog we will look upon the integration of CYK algorithm through parsing for better grammar in NLP.
Author Rajkeshav
0 upvotes
Probabilistic Context-Free Grammar MEDIUM
This blog will focus on the theoretical part of Probabilistic Context-Free Grammar in Natural Language Processing.
Author Rajkeshav
0 upvotes
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