Natural Language Processing 💬

Description

This project was made for the Natural Language Processing (NLP) course at the AGH UST in 2024/2025. All solutions are results of my work after hours, when I was solving given tasks (topics). All tasks are provided by apohllo. Be mindful that these tasks are regularly updated and may vary in the future.

Exercises and Topics

1. Regular expressions

2. Full text search

3. Levenshtein distance

4. Language modelling

5. Classification

6. Named entity recognition

7. Classification and NER with LLMs

8. Neural Search

9. Question Answering

10. RAG

Technology stack

• Python
• NumPy, Pandas
• Scikit-learn
• ElasticSearch
• Hugging Face Transformers
• SpaCy
• NLTK