This repository is an NLP learning guide aimed at helping students quickly get started with natural language processing. It provides curated lists of state-of-the-art models for major NLP tasks including text classification, text similarity matching, sequence labeling, text generation, and language modeling. The guide includes code implementations and practical tips for each task area, following a structured learning path from foundational machine learning concepts through deep learning to advanced NLP techniques.