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What are some advanced NLP techniques you have used in your projects?
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Some advanced NLP techniques I’ve used include:
1. Transformers: For context-aware language understanding and generation (e.g., BERT, GPT).
2. Attention Mechanisms: To focus on relevant parts of text and improve model performance.
3. Named Entity Recognition (NER): For identifying and classifying entities like names, dates, and locations.
4. Sentiment Analysis: To gauge sentiment or emotion in text.
5. Text Summarization: For generating concise summaries from longer documents.
6. Machine Translation: For translating text between languages.