NLP Learning Resources LLM Tools
Educational repositories, tutorials, and course materials for learning NLP concepts and techniques. Includes coursework implementations, learning notes, and practical NLP project examples. Does NOT include production tools, deployment frameworks, or specialized NLP applications for specific tasks.
There are 42 nlp learning resources tools tracked. 1 score above 50 (established tier). The highest-rated is zou-group/textgrad at 67/100 with 3,416 stars and 22,439 monthly downloads.
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
zou-group/textgrad
TextGrad: Automatic ''Differentiation'' via Text -- using large language... |
|
Established |
| 2 |
ArikReuter/TopicGPT
TopicGPT allows to integrate the benefits of LLMs into Topic Modelling |
|
Emerging |
| 3 |
cattolatte/zenith-nlp-framework
A comprehensive toolkit to build, train, and deploy modern NLP models from... |
|
Emerging |
| 4 |
emory-courses/nlp-essentials
Foundations of Modern NLP |
|
Emerging |
| 5 |
WangRongsheng/IvyGPT
[CICAI 2023] The official codes for "Ivygpt: Interactive chinese pathway... |
|
Emerging |
| 6 |
FMXExpress/Song-Writer-AI
Write lyriced songs using AI via LLMs like GPT-3.5-Turbo and Vicuna-13b. |
|
Emerging |
| 7 |
tsmdt/DHd-2025_eScriptorium-meets-LLMs
Using LLMs for Named Entity Recognition (NER) |
|
Experimental |
| 8 |
AvishakeAdhikary/Neural-Networks-From-Scratch
Implementing neural networks from scratch for a deeper understanding of... |
|
Experimental |
| 9 |
LMU-Seminar-LLMs/TopicGPT
TopicGPT allows to integrate the benefits of LLMs into Topic Modelling |
|
Experimental |
| 10 |
gcalcedo/clusview
Build interactive topic modeling pipelines. |
|
Experimental |
| 11 |
jd-coderepos/advanced-nlp-course
Advanced NLP, Summer Semester 2025 |
|
Experimental |
| 12 |
XCollab/HuggingFace
This repository provides an overview of Hugging Face's Transformers library,... |
|
Experimental |
| 13 |
yandex-cloud-examples/yc-yagpt-summary-notebook
Краткий пересказ текста "бесконечного" размера при помощи YandexGPT. |
|
Experimental |
| 14 |
sinanuozdemir/maven-modern-nlp
Modern Natural Language Processing with GPT-3 & more |
|
Experimental |
| 15 |
ardoco/named-architecture-entity-recognition
NAER |
|
Experimental |
| 16 |
MTxSouza/MediumArticleGenerator
A Language Model (LLM) trained to generate text similar to Medium articles. |
|
Experimental |
| 17 |
leweex95/textgenhub
My personal text-generation hub to connect to web-based text-generation LLMs. |
|
Experimental |
| 18 |
Shuyib/HF_model_preview
Using LLMs in huggingface for sentiment analysis, translation, summarization... |
|
Experimental |
| 19 |
tenexcoder/huggingface-tutorials
Working NLP examples using the Hugging Face stack |
|
Experimental |
| 20 |
Shengxiang-Lin/COMPSCI-288
UCB CS 288. Natural Language Processing |
|
Experimental |
| 21 |
AngelRabago/lyricloop-llm
🎵 Generate structured and genre-specific lyrics using LyricLoop LLM,... |
|
Experimental |
| 22 |
urbanadventurer/LyricMind
LyricMind is an AI-powered cognitive firewall that analyzes song lyrics to... |
|
Experimental |
| 23 |
sdx0112/Chinese-Topic-Modelling
Topic modelling for Chinese meeting notes followed by extensive topic analysis. |
|
Experimental |
| 24 |
kenantang/cjk-idioms-gpt
Code and Dataset for EMNLP 2024 Findings Paper |
|
Experimental |
| 25 |
accruementstuff994/genius-lyrics-cleaned-dataset
Provide a cleaned, filtered English lyrics dataset optimized for language... |
|
Experimental |
| 26 |
altsoph/RusNor
This repo contains a supplementary code for the paper "Smotrom tvoja på... |
|
Experimental |
| 27 |
srchakaev/nlp-bert-team
NLP multi-page project on HuggingFace |
|
Experimental |
| 28 |
tuesmonsoleil/Natural_Language_Processing
Contains all implementation code and documentation for the course... |
|
Experimental |
| 29 |
di37/ner-electrical-engineering-dataset
This repository provides scripts and notebooks to create a Named Entity... |
|
Experimental |
| 30 |
artaasd95/rap-music-generator
The Rap Music Generator project is an innovative LLM-based tool designed to... |
|
Experimental |
| 31 |
kadirnar/Hugging-Face-Projects
My Hugging Face Projects |
|
Experimental |
| 32 |
miladfa7/Persian-Word-Embedding
Persian Word Embedding using FastText, BERT, GPT and GloVe | تعبیه کلمات... |
|
Experimental |
| 33 |
lxntung95/lyricloop-llm
LyricLoop bridges the gap between semantic LLM text and professional musical... |
|
Experimental |
| 34 |
samminweng/AionUrbanStudies
A Transformer Language Model-based Topic Analysis tool |
|
Experimental |
| 35 |
m-krastev/madhatter
Text analysis package for extracting linguistic measures. |
|
Experimental |
| 36 |
zeyadusf/Text2Pandas
Convert Text with context about your dataframe to code Pandas by py |
|
Experimental |
| 37 |
shivendrra/enigma
a dna sequence generation/classification using transformers |
|
Experimental |
| 38 |
quanghuynt14/huggingface-llm-course
Notes & code for Hugging Face LLM course |
|
Experimental |
| 39 |
CAI991108/Natural-Language-Processing-Utils
This repository contains three projects exploring cutting-edge NLP... |
|
Experimental |
| 40 |
rahulbhoyar1995/HuggingFace-Tutorials
HuggingFace Tutorials: A comprehensive repository featuring hands-on... |
|
Experimental |
| 41 |
dixslyf/topic-modelling-of-tweets-on-chatgpt
An analysis of public discourse on ChatGPT using BERTopic for topic... |
|
Experimental |
| 42 |
bydmiller/TextWizards
This repository houses a collection of my natural language processing (NLP)... |
|
Experimental |