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NLP ... - Coggle Diagram
NLP ...
Feature Engineering
Using TextFeature Libarary ...
Using Regex ...
Load Text Courpus in to Memory
Implement Pipeline
References ...
Use scraping and NLP to extract information from job ads ...
Legal Document Summarization - NLP project ...
BERT
Must Read-Quick-Implementation-Solution
Introducing txtai, an AI-powered search engine built on Transformers ...
GPT
Generate Nick Cave’s Lyrics in 2 mins ...
Check Entire Blogs ...
Amazon Comprehend
ChatBot Technologies
BERT ...
Sentiment Analyzer with BERT (build, tune, deploy) ...
Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT ...
Base Example ...
Introduction
Understanding Attention In Deep Learning ...
Transformers ...
Keeping up with the BERTs ...
Use the Datasets library of Hugging Face in your next NLP project ...
Practical Implementation
References from Youtube ...
Library
....
GPT
How GPT-2 Works ...
How GPT-3 Works ...
AI Text Generation with GPT-3 OpenSource Alternative GPT-Neo Model using Hugging Face Hub ...
AWS Comprehend
Basic Operations
Custome Operations
Detecting Custom Entities in Real Time with Amazon Comprehend ...
Word Embedding
Word embeddings in 2020.
Review with code examples ...
ChatBot Technologies
NLP Tasklist ...
Search/Recommendation
Tutorials
Vector Similarity Search ...