How NLP Discovers That a “SEAT” Isn’t Always for Sitting
📰 Medium · Machine Learning
Learn how NLP discovers the nuances of language, such as the multiple meanings of the word 'seat', and how to analyze sentiment in social media posts
Action Steps
- Analyze social media posts to identify sentiment about a brand
- Use NLP techniques to handle ambiguous words like 'seat'
- Develop a script to download and process social media posts
- Train a machine learning model to improve sentiment analysis accuracy
- Evaluate the model's performance using metrics like precision and recall
Who Needs to Know This
Data scientists and NLP engineers can benefit from this article to improve their sentiment analysis models and handle ambiguous words
Key Insight
💡 NLP can handle ambiguous words by analyzing context and using techniques like named entity recognition and part-of-speech tagging
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🤖 NLP can discover the nuances of language, like the multiple meanings of 'seat'! 📊 Improve your sentiment analysis models with these tips
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