1. Tanisha Adlakha
    9 months & 3 days ago

    Sentiment analysis is a key part of Natural Language Processing that helps detect emotions like happiness, anger, or sadness in written textwhether it’s a product review, a customer comment, or a social media post. But because human language is often messy and unpredictable, the data used to train these systems can contain noise, which may lead to unintended bias in how emotions are understood and classified.

  2. Praduman Grewal
    9 months & 3 days ago

    How Noise in Data Creates Bias in Natural Language Processing

    Natural Language Processing, or NLP for short, is one of those things most people use without even realizing it. Every time you ask Siri for directions or let Gmail auto-complete your sentence, NLP is working behind the scenes. It’s the bridge between human language and machine logic, trying to make sense of how we speak, type, and express ourselves. But here’s the problem: human language is messy. And when that messiness…..