******************************* Natural Language Processing NLP ******************************* Articles & Tutorials #################### `SparkNLP `_ `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 `_ `Text visualization `_ `Scrap contents of an article `_ `Advanced NLP `_ `Uncovering Infrastructural Needs Using Topic Modelling and NLP `_ `Using NLP Libraries to Discover What the Internet Says about Omdena `_ `Hugging Face `_ `Multilingual Machine translation paper `_ `Zero-Shot Text Classification with Hugging Face `_ `Package to process text `_ `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 tutorial `_ `NLP and Computer Vision Integrated `_ `Topic Analysis to Identify (and Classify) Environmental Policies `_ `Geospatial Natural Language Processing `_ `Human first `_ `LabelBox `_ `Exploratory text data analysis `_ `Detailed EDA `_ `NLP Pipeline: Understanding Land Ownership in Kenya through Network Analysis `_ `A complete explanation of exploratory text data analysis and visualization `_ `BERT Documentation `_ `DistilBERT Documentation `_ `bi- LSTM `_ `SVM `_ `RoBERTa Documentation `_ `Universal sentence encoder `_ `XGBoost documentation `_ `Service built to help organizations and online communities detect, monitor and analyze hate speech `_ `ai plain english in convolutional networks `_ `Extract text from pdf `_ Repos ##### `Top2vec `_ `Vector Hub library `_ `Semi-supervised Topic Modelling (CorEx Model) `_ `Complete Project codebase `_ `Multilingual Machine Translation `_ `A repository that houses the data, code, results and research for building open baseline NLP results for African languages `_ `Topic modelling example using BERTopic `_ `Codes to build models using Twitter data `_ `WIP code for ground truthing dataset for buildings - Microsoft Bing Blogs `_ `ClaimSpotter `_ `Hate speech dataset `_ `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 ############### `Top2vec paper `_ `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 `_ `8 Amazing Secrets for Getting More Clicks”: Detecting Clickbaits in News Streams Using Article Informality `_ `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 `_ `Gradient-Based Adversarial Training on Transformer Networks for Detecting Check-Worthy Factual Claims `_ `Hate Speech Dataset from a White Supremacy Forum. In: Proceedings of the 2nd Workshop on Abusive Language Online `_ `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 `_ `Automated check bait `_