In this article, we will review all the researches done in the field of discovering political bias. Understanding Characteristics of Biased Sentences in News Articles Methodology Bias Labeling via Crowd-Sourcing They used crowdsourcing to collect bias labels using “Figure Eight” platform. In crowdsourcing they let the workers make judgements on each target news article (using also the reference news article). Analysis of Perceived News Bias To analyze what kind of words are tagged as bias triggers by the workers: they analyze the phrases annotated as biased in terms of the word length (4 words in a sentence have been annotated). … Continue reading What is Political Bias? – In Technical Terms
In this article, we present the summary of our research in the field of fact-checking. We categorized them in two categories, first are the closed source published applications and the second are the research projects done in this field. Closed Source Snobs Their methodology depends on human annotators to fact check a piece of the news and present a detailed report regarding the inaccuracies in the article Reporters’ Lab Their methodology depends on human annotators as well, and dataset can be found in https://www.politifact.com/texas/ and https://factnameh.com/ Fullfact Their methodology builds a fully automated fact checker, but no details are provided … Continue reading How to Fact-Check using Natural Language Processing Techniques? A Literature Review
“Machine learning and natural language are the foundation to any AI system, just in the ability to communicate with us in a human way and to automate that learning process, what you build on top of that, whether it’s predictive, … Continue reading Top 3 Exciting Ideas in NLP in 2018
We have mentioned in previous blogs the significance of NLP and the wide range of applications where NLP is used. As the basic goal of NLP is to ease and simplify the communication between machines and humans, it is highly … Continue reading Biggest Challenges in Arabic Natural Language Processing
Our story and team Founding Almeta.io, we’re 3 friends (since our first college year) and techies who love their Arabic Language. Growing with a bigger team: Our team now consists of self-motivated machine learning engineers who are determined to help … Continue reading Why Almeta.io?
When was the last time you asked your Siri or Alexa to do something and they did not understand what you are saying? or they answered with something totally not related? Siri and Alexa are speech bots that rely basically … Continue reading 4 Biggest Open Problems in NLP