Describe Your NLP Project

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Problem

Scenario

You have worked on an NLP problem where you needed to turn raw text into a usable model input and ship something practical. The work likely involved choices around preprocessing, representation, model selection, and how to measure quality on messy real-world language.

Question

Describe a project where you used NLP techniques. What challenges did you face?

What This Tests

How clearly you can explain an NLP problem and why it mattered
Whether you can discuss tokenization and text preprocessing choices
How you represented text, including embeddings or transformer features
How you evaluated the model, especially with F1 for imbalanced labels