leerumor/nlp_tutorial
A comprehensive NLP tutorial guide featuring SOTA model summaries, code examples, and learning tips for text classification, matching, labeling, generation, and language modeling.

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.
Frequently asked
- What is leerumor/nlp_tutorial?
- A comprehensive NLP tutorial guide featuring SOTA model summaries, code examples, and learning tips for text classification, matching, labeling, generation, and language modeling.
- Is nlp_tutorial open source?
- Yes — leerumor/nlp_tutorial is an open-source project tracked on heatdrop.
- How popular is nlp_tutorial?
- leerumor/nlp_tutorial has 1.8k stars on GitHub.
- Where can I find nlp_tutorial?
- leerumor/nlp_tutorial is on GitHub at https://github.com/leerumor/nlp_tutorial.