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Salha Salman's Projects

neural-networks-for-text-classification icon neural-networks-for-text-classification

In this repository, author designs different convolutional/recurrent neural networks with the aim of classifying a twitter user's political leaning based on his/her tweets.

news-scraping-with-scrapy icon news-scraping-with-scrapy

Scraping financial news of 22 big public companies from 2011 to 2017. the result of this project will support my other big project "Sentiment Analysis on Financial News" using Machine Learning and Natural Language Processing

nlp-authorprediction-webapp icon nlp-authorprediction-webapp

Machine Learning application (to predict author of tweets) with its front-end developed using React which interacts with a Flask service as the back-end.

nlp_author_classification icon nlp_author_classification

Using a BERT-based natural language processing model to classify reddit comments from anonymized authors in tandem with a multiclass logistic regression model

nlp_writing_style icon nlp_writing_style

Identify the writing styles of certain authors with NLP and neural work techniques.

npl-author-identification icon npl-author-identification

Using supervised and unsupervised models to predict author and cluster articles off of characteristics. 88% accuracy on LR model.

obfuscation-detection icon obfuscation-detection

Obfuscation detection tool. Given a document, it tells if it has been written by human or altered by an automated authorship obfuscation tool.

open-event-organizer-android icon open-event-organizer-android

Open Event Mobile App for Organizers and Entry Managers https://play.google.com/store/apps/details?id=com.eventyay.organizer

open-event-server icon open-event-server

The Open Event Organizer Server to Manage Events http://open-event-api.herokuapp.com

pan-code icon pan-code

Code used for evaluation and baselines in the PAN shared tasks.

pan_2019 icon pan_2019

Style Change Detection with Feed-forward Neural

prnn icon prnn

Parallel Recurrent Neural Network (PRNN) for Authorship Verification

pslab-android icon pslab-android

PSLab Android App https://play.google.com/store/apps/details?id=io.pslab

reccomendation_poc icon reccomendation_poc

KNN + TF-IDF query/reccomendation API POC for the Library and Citizen Services Department, City of Aarhus, Denmark.

retweet_preferred_author icon retweet_preferred_author

This is an implementation of NLP algorithms like word2vec on Twitter data as a part of my subtask of DARPA research project.

ruslit icon ruslit

📚 A small collection of Russian literature 📚

semeval2020 icon semeval2020

Lexical semantic change detection shared task at SemEval 2020: UiO-UVA team

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