NLP
Understanding The Difference Between Deep Learning And NLP
This article discusses the difference between deep learning and NLP (natural language processing), as well as common deep learning frameworks for NLP applications.
Deep Learning...
Feature Engineering NLP Making Text Accessible For Machines
Feature engineering is a crucial stage in Natural Language Processing (NLP) since it structures raw text data for machine learning algorithms. Most computers and...
Understanding Difference Between Machine Learning And NLP
This blog discusses machine learning in natural language processing (NLP) and covers topics such as what is machine learning, key concepts and techniques, applications...
Word Embedding NLP: Language Representation Exploration
Word Embedding NLP
In Natural Language Processing, word embeddings are a feature learning technique that maps vocabulary words to vectors of real numbers. Known as...
Generative and Discriminative Models Applications & Examples
The contrast between generative and discriminative models is important for NLP tasks like sequence prediction and parsing.
The two categories of models are broken out...
Understanding Dependency Grammar NLP Sentence Structure
Dependency grammar And Dependency parsing
What is Dependency Grammar?
One important framework for explaining the syntactic structure of sentences is dependency grammar. Dependency grammar does not...
What Is Treebank NLP? Beyond Part Of Speech Tagging
Treebank NLP
Treebanks are corpora with linguistic annotations that go beyond part-of-speech labelling and incorporate some form of syntactic analysis. These are sets of sentences,...
Probabilistic Context-Free Grammars (PCFGs) Complete Guide
Standard Context-Free Grammars (CFGs) used in natural language processing, especially for statistical parsing, are significantly extended by Probabilistic Context-Free Grammars (PCFGs), also referred to...
Parsing Algorithms Generate Syntactic Structures From Text
Parsing Algorithms
Syntactic parsing, which involves mapping a string of words to its parse tree or giving a phrase a syntactic structure based on a...
What Is Corpora In NLP, Types, Features And It’s examples?
What is Corpora in NLP?
A collection of real texts or speech transcripts that can be interpreted by a machine is called a corpus (plural:...
Latest Articles
What are the Thread Life cycle in Python With Example
Thread Life cycle in Python
The smallest unit of execution...
Understanding Python Multithreading Structure With Example
Python Multithreading
Multithreading is a programming technique in Python that...
REST API In PHP: HTTP Methods And Server Setup
The elements that one program uses to communicate with...
What Are The Features Of C Preprocessor With Examples?
C Preprocessor
Your source code is processed by the C...
Neural Language Models (NLMs): The Future Of AI Language
What is Neural Language Models?
Neural Language Models (NLMs) use...