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Project 03 / 07

The Bias Lens

Making bias in news visible and explainable

Dates

2025

Technologies

Python · LLMs · NLP

Areas

AI/ML · Research · Python

The Bias Lens analysis results page showing a bias score and explanations
The Bias Lens

Overview

The Bias Lens analyzes news articles and highlights language that may introduce ideological framing. Instead of labeling an article as simply "biased," it explains how specific wording choices can influence how a story is perceived.

My contribution

  • Designed and implemented the article analysis pipeline
  • Built prompts and processing logic to identify framing and ideological signals
  • Developed a system to generate readable explanations of bias indicators