leerumor/nlp_tutorial resource

Health v2 · maintenance only

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Adoption not part of the score

1829 stars · 303 forks observed · 2026-08-28

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

A Chinese-language NLP learning guide that aggregates SOTA model lists, surveys, and practical tips for core tasks like text classification, text matching, sequence labeling, text generation, and language modeling. It provides a structured learning path from machine learning fundamentals through hands-on competition practice.

Use cases

• learn nlp from scratch
• find sota models for text classification
• nlp learning roadmap
• study sequence labeling models
• prepare for nlp kaggle competitions
• understand bert and language model variants
• learn text matching techniques

When to choose

• you want a structured beginner-to-intermediate NLP learning path
• you need curated lists of SOTA models and surveys per NLP task
• you prefer Chinese-language explanations of NLP concepts

When to avoid

• you need runnable production code or a maintained library
• you want up-to-date coverage of LLM-era methods (last updated 2022)
• you need English-language tutorials

Facets

learning-resource · maturity maintenance

nlp machine-learning deep-learning machine-learning tutorials python nlp-tutorial sota-models text-classification sequence-labeling text-matching language-models chinese learning-path natural-language-processing

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