Natural Language Processing NLP
Articles & Tutorials
Webscraping using BeautifulSoup
NLP Data Preparation: From Regex to Word Cloud Packages and Data Visualization
Understand HTML structure for scraping/ BeautifulSoup
4 Steps of Using Latent Dirichlet Allocation for Topic Modeling in NLP
Uncovering Infrastructural Needs Using Topic Modelling and NLP
Using NLP Libraries to Discover What the Internet Says about Omdena
Multilingual Machine translation paper
Zero-Shot Text Classification with Hugging Face
NLP Analysis and Feature Engineering: Untangling the Data To Help NGOs Get Funding
Website to keep track of NLP progress
Using NLP: Fight Misinformation And Detect Fake News
Facebook’s new AI can translate languages directly into one another
Using Topic Modeling to Understand Climate Change Domains
NLP and Computer Vision Integrated
Topic Analysis to Identify (and Classify) Environmental Policies
Geospatial Natural Language Processing
Exploratory text data analysis
NLP Pipeline: Understanding Land Ownership in Kenya through Network Analysis
A complete explanation of exploratory text data analysis and visualization
Service built to help organizations and online communities detect, monitor and analyze hate speech
Repos
Semi-supervised Topic Modelling (CorEx Model)
Multilingual Machine Translation
Topic modelling example using BERTopic
Codes to build models using Twitter data
WIP code for ground truthing dataset for buildings - Microsoft Bing Blogs
Get the urls of top web search results for a certain claim or quote
Python library for graph deep learning, based on the Keras API and TensorFlow 2.
Node classification for CORA dataset
Code developed to explore claims verification
An open source dataset used for validation of the claim verification modeling
Research Papers
Facebook AI Machine Multilingual translation
Text summarization using Latent Semantic Analysis
Facebook’s new AI Model that can translate100 languages
Automated Hate Speech Detection and the Problem of Offensive Language
Crowdsourcing a Large Corpus of Clickbait on Twitter
Detecting Media Bias in News Articles using Gaussian Bias Distributions
In Plain Sight: Media Bias through the Lens of Factual Reporting
Automated Hate Speech Detection and the Problem of Offensive Language
Quantifying News Media Bias through Crowdsourcing and Machine Learning Dataset
We Can Detect Your Bias: Predicting the Political Ideology of News Articles
Political Ideology Detection Using Recursive Neural Networks