PKU-TANGENT/nlp-tutorial resource

Health v2 · maintenance only

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1456 stars · 125 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A beginner tutorial repository from PKU's TANGENT lab for getting started with NLP research. It curates foundational machine learning and deep learning resources and provides hands-on tasks in text classification, NER with LSTM-CRF, machine translation, and Transformers/Hugging Face.

Use cases

• learn nlp from scratch
• beginner tutorial for natural language processing
• hands-on text classification with deep learning
• implement lstm-crf named entity recognition
• learn neural machine translation
• get started with huggingface transformers
• curated reading list for nlp research

When to choose

• you are a student or newcomer starting NLP research
• you want a structured path from ML basics to pretrained language models
• you prefer guided coding tasks alongside theory

When to avoid

• you need a production NLP library or tool
• you want an up-to-date course with recent releases
• you need English-language materials only

Facets

learning-resource · maturity maintenance

nlp machine-learning deep-learning machine-learning deep-learning tutorials python nlp-tutorial beginner-friendly chinese-language pytorch huggingface text-classification named-entity-recognition machine-translation transformers natural-language-processing linux

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