NLP Learning Roadmaps NLP Tools
Educational guides, tutorials, notes, and structured learning paths for NLP fundamentals and theory. Does NOT include tool implementations, application-specific projects, or domain-specific NLP solutions.
There are 79 nlp learning roadmaps tools tracked. The highest-rated is TingFree/NLPer-Arsenal at 47/100 with 2,236 stars.
Get all 79 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=nlp-learning-roadmaps&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
TingFree/NLPer-Arsenal
收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中 |
|
Emerging |
| 2 |
hscspring/All4NLP
All For NLP, especially Chinese. |
|
Emerging |
| 3 |
wx-chevalier/NLP-Notes
人工智能与深度学习实战 - 自然语言处理篇 |
|
Emerging |
| 4 |
duoergun0729/nlp
兜哥出品 <一本开源的NLP入门书籍> |
|
Emerging |
| 5 |
km1994/NLP-Interview-Notes
该仓库主要记录 NLP 算法工程师相关的面试题 |
|
Emerging |
| 6 |
j2kao/fcc_nn_research
(somewhat) cleaned-up notebooks used in researching public comments for FCC... |
|
Emerging |
| 7 |
wx-chevalier/DeepLearning-Notes
人工智能与深度学习实战 - 深度学习篇 |
|
Emerging |
| 8 |
SpringMagnolia/NLPnote
Gitbook Address: https://app.gitbook.com/@nlpgroup/s/nlpnote/ |
|
Emerging |
| 9 |
bainingchao/NLP-ML
《自然语言处理理论与实战》一书源码下载 |
|
Emerging |
| 10 |
secsilm/slp3-zh
《自然语言处理综论》第三版翻译。 |
|
Emerging |
| 11 |
Ailln/nlp-roadmap
🗺️ 一个自然语言处理的学习路线图 |
|
Emerging |
| 12 |
km1994/recommendation_advertisement_search
整理自然语言处理、推荐系统、搜索引擎等AI领域的入门笔记，论文学习笔记和面试资料（关于NLP那些你不知道的事、关于推荐系统那些你不知道的事、NLP百面百搭... |
|
Emerging |
| 13 |
pemagrg1/Natural-Language-Processing-NLP-Roadmap
A simple RoadMap to Natural Language Processing(NLP) |
|
Emerging |
| 14 |
usyiyi/nlp-py-2e-zh
:book: [译] Python 自然语言处理 中文第二版 |
|
Emerging |
| 15 |
iglu-contest/iglu
gym environment for NeurIPS 21' IGLU competition (Should NOT be used for IGLU 2022!) |
|
Emerging |
| 16 |
rainmaker712/nlp_ryan
Study for Natural Language Processing & Deep Learning Framework |
|
Emerging |
| 17 |
changwookjun/learningspoons
nlp lecture-notes and source code |
|
Emerging |
| 18 |
liuyaox/roadmap_nlp
Roadmap for NLP 涵盖NLP的理论知识、应用场景和工程实践等 |
|
Emerging |
| 19 |
UBC-NLP/dl-nlp-rg
Deep Learning for Natural Language Processing Reading Group | University of... |
|
Emerging |
| 20 |
siat-nlp/NLP-docs
Docs of NLP/deep Learning/machine learning, etc. https://siat-nlp.github.io/docs |
|
Emerging |
| 21 |
laddie132/NLP-Interview
NLP相关算法岗-面试知识点总结 |
|
Experimental |
| 22 |
ranchlai/lectures
B站视频课程配套资料 |
|
Experimental |
| 23 |
madhugopinathan/deep-nlu
Natural Language Processing using Deep Learning |
|
Experimental |
| 24 |
Eajack/NLP-ML_CS-Cpp_Review
NLP/ML面试各类资料链接 汇总（主要Github收集） |
|
Experimental |
| 25 |
plandes/deepnlp
Deep learning utility library for natural language processing (NLP-OSS paper) |
|
Experimental |
| 26 |
duke-mlss/Duke-NLP-WS-2020
Duke Natural Language Processing Winter School 2020 |
|
Experimental |
| 27 |
BUAADreamer/slpkiller
语音和自然语言处理学习/Learning Speech and Language Processing |
|
Experimental |
| 28 |
jackaduma/awesome_NLP-Interview-Notes
nlp_interview notes and answers: 该仓库主要记录 NLP 算法工程师相关的面试题和参考答案 |
|
Experimental |
| 29 |
huihoo/ml-nlp-services
机器学习、深度学习、自然语言处理 |
|
Experimental |
| 30 |
wkl2000/CS382-NLP-SLU
SJTU CS382-1 NLP 课程大作业三：口语语义理解任务 |
|
Experimental |
| 31 |
amitvikramraj/NLP-with-Tensorflow
My Notes from the book Natural Language Processing with TensorFlow, 2nd-ed.... |
|
Experimental |
| 32 |
slp3-chinese/slp3-chinese
Speech and Language Processing 中文翻译 |
|
Experimental |
| 33 |
omarsar/nlp_with_tensorflow
NLP tutorials I have written using TensorFlow |
|
Experimental |
| 34 |
konar72/project-itagnolo
Itañol/Itagnolo 🇮🇹🇪🇸 Rates the mutual intelligibility of the top 5,000... |
|
Experimental |
| 35 |
CVanchieri/CS_Notes
A collection of important templates and notes that I find useful. SQL -... |
|
Experimental |
| 36 |
lmarti/learning-dl-nlp-notes
An opinionated meta-tutorial on machine learning, deep learning and natural... |
|
Experimental |
| 37 |
catqaq/NLP-Notes
详细双语注释版word2vec源码，well-annotated word2vec |
|
Experimental |
| 38 |
seujung/gluonnlp_tutorial
GluonNLP tutorial for Pycon2019 |
|
Experimental |
| 39 |
Valuebai/learn-NLP-luhuibo
记录学习NLP之路，一起加油 |
|
Experimental |
| 40 |
jeewoo1025/aiEducation
2021 ~ present. NLP 관련 공부 기록 |
|
Experimental |
| 41 |
ray-project/anyscale-workshop-nyc-2023
Scalable NLP model fine-tuning and batch inference with Ray and Anyscale |
|
Experimental |
| 42 |
nur-ag/neural-networks-for-nlp-course
A Keras-based course to go from 0 to 1 using Neural Networks for NLP,... |
|
Experimental |
| 43 |
nlp-kkmas/nlp_study
2019 AI Robotics Korea 1st NLP Study session [DONE] |
|
Experimental |
| 44 |
xiaoshuwen1995/NLP-Notes
关于NLP的资料、笔记。金融NLP相关语料库及实践项目。 |
|
Experimental |
| 45 |
ECNU-ICA/seminar
ECNU ICA seminar materials |
|
Experimental |
| 46 |
yuanjie-ai/DNN
Learning ... |
|
Experimental |
| 47 |
AI-team-UoA/Courses
Prof. Manolis Koubarakis courses material - Dept. of Informatics of the... |
|
Experimental |
| 48 |
LCZ-ctrl/dLnlp
《深度学习进阶：自然语言处理》电子书及源代码 |
|
Experimental |
| 49 |
PengboLiu/Resources-about-NLP
自己收集的一些互联网上的文章和博客，主要关于NLP/DL/ML/Python/比赛/找工作等，如有侵权请告知删除。 |
|
Experimental |
| 50 |
NagatoBigSeven/Nagato-no-NLP-Notes
Nagato's natural language processing (NLP) Markdown notes. Simplified... |
|
Experimental |
| 51 |
NALOMA/naloma.github.io
NALOMA workshop site |
|
Experimental |
| 52 |
woodongk/keracorn-nlp-study
📖 ⟪밑바닥부터 시작하는 딥러닝2⟫ 스터디 기록 저장소 |
|
Experimental |
| 53 |
AUSTIN2526/learn-NLP-in-30-days-book-version
本書內容改編自第15屆iThome鐵人賽AI &... |
|
Experimental |
| 54 |
CanCLID/sentences
粵語對話語料 |
|
Experimental |
| 55 |
HiIAmTzeKean/SC4002-NLP
NTU SC4002 NLP Group Project |
|
Experimental |
| 56 |
kyaiooiayk/NLP-Natural-Language-Processing-Notes
Notes, tutorials, code snippets and templates focused on NLP (Natural... |
|
Experimental |
| 57 |
aigents/inlp
Landing page for the Interpretable Natural Language Processing (INLP)... |
|
Experimental |
| 58 |
kjd-dktech/tensorflow-pytorch-spacy-nltk-transformers
Apprentissage de quelques frameworks pour le NLP et la Vision par ordinateur... |
|
Experimental |
| 59 |
undertheseanlp/slp3-vietnamese
Speech and Language Processing 3rd edition Vietnamese Translation |
|
Experimental |
| 60 |
qiaofei32/machine-learning-roadmap
机器学习思维导图 |
|
Experimental |
| 61 |
v1Rtu3-h05t/48_laws_of_power
Analysis of the book 48 Laws of Power by Robert Greene |
|
Experimental |
| 62 |
PragmaticsLab/NLP-seminar
Talks one NLP research @ HSE |
|
Experimental |
| 63 |
jayin92/NYCU-intro-to-AI
110 下 交大資工人工智慧概論 |
|
Experimental |
| 64 |
luxinyu1/NLP-notes
A notes website for NLP learners. |
|
Experimental |
| 65 |
AUSTIN2526/Learning-AI-in-30-Days-by-Using-Math-for-Better-Understanding
2023年iThome鐵人賽「AI &... |
|
Experimental |
| 66 |
flyingflying/IntroNLP
个人的 NLP 算法实验库和笔记库 |
|
Experimental |
| 67 |
knowledge-nlp/aaai2023
Knowledge Augmented NLP workshop at AAAI 2023 |
|
Experimental |
| 68 |
liu673/Principles-Practice-and-Application-of-Python-Artificial-Intelligence
《Python人工智能原理、实践及应用》 |
|
Experimental |
| 69 |
leoheung/research-trends-analysis
This is the official repo for the paper "TrendFlow: A Machine Learning... |
|
Experimental |
| 70 |
StarnekOvO/slp
📖 [译] 《自然语言处理综论(Speech and Language Processing)》第三版 |
|
Experimental |
| 71 |
giacomocamposampiero/seminar-contrastive-learning
📚 Contrastive Learning presentation- SiDNN at ETH Zürich |
|
Experimental |
| 72 |
odoriko-yoru/nlp100
「言語処理100本ノック 2025」の学習記録 |
|
Experimental |
| 73 |
AI-for-Business/AIinAction_HOH_ABBA
This repository serves as a practical guide for lecturers and students to... |
|
Experimental |
| 74 |
MK316/MK316
Profile of MK316 |
|
Experimental |
| 75 |
eeml2022-nlp/iglu-nlp
Solving NLP task of NIPS 2022 IGLU challenge |
|
Experimental |
| 76 |
Didip-eu/didip_summer_school
DiDip Summer School |
|
Experimental |
| 77 |
RAravindDS/Books
Hey, Guys! This repo contains all the books what I have studied with... |
|
Experimental |
| 78 |
mbar0075/Deep-Learning-Approaches-to-Natural-Language-Processing
Deliverables relating to the Deep Learning Approaches to Natural Language... |
|
Experimental |
| 79 |
fengxi177/pnlp2023
实用自然语言处理：2023版分享笔记 |
|
Experimental |