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afif

We present AFIF, Automatically Finding Important Features, an efficient solution to examine communities' structural features and also to find a proper subset of promising features in order to predict the upcoming changes of social networks.

ai4trust.pulsar-poc

argus

ARGUS is an easy-to-use web scraping tool. The program is based on the Scrapy Python framework and is able to crawl a broad range of different websites. On the websites, ARGUS is able to perform tasks like scraping texts or collecting hyperlinks between websites. See: https://link.springer.com/article/10.1007/s11192-020-03726-9

bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

claimbuster-spotter

Adversarial Training on Transformer Networks to discover check-worthy factual claims

contextualized-topic-models

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

controversy-detection

coordination-network-toolkit

A small command line tool and set of functions for studying coordination networks in Twitter and other social media data.

csi-fake-news

CSI: A hybrid deep model for fake news detection

cytoscape-tutorials

Collection of modular Cytoscape tutorials for online presentation using reveal.js

fakenewsclassifier

A Topic-Agnostic Approach for Identifying Fake News Pages

fakenewsmpe

Fake news model performance evaluation.

feel-it

Sentiment analysis and emotion classification for Italian using BERT (fine-tuning). Published at the WASSA workshop (EACL2021).

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

framing-twitter

Code for the paper "Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings"

gensim

Topic Modelling for Humans

getting-started-with-the-twitter-api-v2-for-academic-research

A course on getting started with the Twitter API v2 for academic research

gnews

A Happy and lightweight Python Package that Provides an API to search for articles on Google News and returns a JSON response.

google-api-python-client

🐍 The official Python client library for Google's discovery based APIs.

google-news-scraper

Lightweight scraper for Google News

italian-sentiment-analysis-with-spark

Application of Sentiment Analysis of Italian tweet with Python and Spark

kaggle

Grow your data science skills by competing in the exciting competitions on kaggle.

lexmo

A python package for classifying emotion

machine-learning-projects

mediabiasfactcheck.com-bias

A tool to collect the left-right and factual rating for all media outlets listed on http://mediabiasfactcheck.com.

multiclaim

MultiClaim dataset repository

network-bookclub

network-datasets

Repository of network datasets with the aim of aiding scientific research

networkit

NetworKit is a growing open-source toolkit for large-scale network analysis.

news-bias

News Bias Classification App: Flask/Python