Introduction
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NLP-Hack, Topic Modeling Pipeline
Identify Key Topics from Spooky Authors dataset using LDA
Introduction
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NLP-Hack, Text Preprocessing Pipeline
Text Preprocessing steps on Elon Musk Tweets
Introduction
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Know-Corona (COVID-19 Open Research Dataset Challenge)
Question & Answering Pipeline for COVID-19 Open Research Dataset Challenge
Loading metadata dataframe
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COVID-19 Biomedical Semantic Search using Flair & Elmo (PubMed)
Kaggle COVID-19 Open Research Dataset Challenge
Contents:
Loading Required Libraries
Loading Metadata Information
Fetching all the JSON Files
Helper Functions
Data Pre-Processing/Cleaning
Sentence Tokenization
Loading Flair & Elmo Contextual Biomedical Embeddings
Dimensionality Reduction with t-SNE
Create Clusters (K-Means) of Sentence Embeddings
Semantic Search
An End-To-End Closed Domain Question Answering System (CdQA)
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