Notes
NLP
Natural Language Processing techniques, models, and applications for text and speech processing.
These notes are being written. Each topic below will become its own page. Contributions are welcome — every page is a Markdown file in the repository.
Planned topics
| Topic | Level | Tags |
|---|---|---|
| Text Preprocessing | beginner | tokenization, stemming, lemmatization |
| Language Models | advanced | n-grams, transformers, BERT, GPT |
| Text Classification | intermediate | sentiment analysis, NER, spam detection |
| Machine Translation | advanced | sequence-to-sequence, attention mechanism |
| Speech Recognition | advanced | phoneme recognition, speech-to-text |
| Text Generation | advanced | language generation, text summarization |