NLP Learning Coursework Transformer Models

Academic repositories, course materials, and learning projects focused on foundational NLP concepts and assignments. Includes university courses, study guides, and educational implementations. Does NOT include production tools, pre-built model libraries, or specialized NLP applications (those belong in task-specific categories).

There are 60 nlp learning coursework models tracked. The highest-rated is floriankark/cs224n-win2223 at 42/100 with 272 stars.

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#	Model	Score	Tier	Stars	Language
1	floriankark/cs224n-win2223 Code and written solutions of the assignments of the Stanford CS224N:...	42	Emerging	272	Python
2	ThinamXx/Transformers_NLP The repository will contain a list of projects which we will work on while...	37	Emerging	73	Jupyter Notebook
3	dipanjanS/adv_nlp_workshop_odsc_europe22 Extensive tutorials for the Advanced NLP Workshop in Open Data Science...	36	Emerging	51	Jupyter Notebook
4	surrey-nlp/NLP-2026 Labs for COM3029/COMM061 at University of Surrey	36	Emerging	1	Jupyter Notebook
5	ruanchaves/napolab The Natural Portuguese Language Benchmark (Napolab). Stay up to date with...	35	Emerging	72	Python
6	mantasu/cs224n Solutions for CS224n (2022)	30	Emerging	72	Python
7	surrey-nlp/NLP-2025 Labs for COM3029/COMM061 at University of Surrey	30	Emerging	3	Jupyter Notebook
8	mts-ai/OpenAutoNLU An open-source pipeline for training natural language understanding models	29	Experimental	39	Python
9	surrey-nlp/PLOD-AbbreviationDetection This repository contains the PLOD Dataset for Abbreviation Detection...	29	Experimental	12	Jupyter Notebook
10	crux82/BISS-2024 This repository hosts materials from the Bertinoro International Spring...	29	Experimental	4	Jupyter Notebook
11	thushv89/packt_nlp_tensorflow_2 This will contain the code for the 2nd edition of NLP with TensorFlow (Edition 2)	28	Experimental	45	Jupyter Notebook
12	SachinKalsi/annotated-research-papers This repository is a comprehensive collection of research papers,...	26	Experimental	6	—
13	deterministic-algorithms-lab/NLP-Journey This repository provides a selection of very basic and minimal notebooks for...	26	Experimental	7	Jupyter Notebook
14	datasig-ac-uk/nlpsig Package for constructing paths of embeddings obtained from transformers.	25	Experimental	5	Python
15	ppijbb/NaturalLanguageProcessing natural language processing notebooks	25	Experimental	2	Jupyter Notebook
16	RepoMining/RepoSim4Py A project for determining the similarity of python repositories based on...	24	Experimental	2	Jupyter Notebook
17	mim-solutions/mim_nlp A Python package with ready-to-use models for various NLP tasks and text...	23	Experimental	2	Jupyter Notebook
18	BALAJIHARIDASAN/Natural-Language-Processing This repository consist of projects related to Natural Language Processing...	23	Experimental	2	Jupyter Notebook
19	SWCapstone2021/NLP 2021 Ajou University Spring SW capstone design - FindU NLP (Winning the gold...	22	Experimental	1	Python
20	neptune-ai/project-nlp Experiment tracking and model registry in the NLP project	22	Experimental	1	Jupyter Notebook
21	KimJaehee0725/YoYAK [제 13회 투빅스 컨퍼런스] YoYAK - Yes or Yes, Attention with gap-sentence for Korean...	21	Experimental	5	Jupyter Notebook
22	JoelNiklaus/joelniklaus.github.io I like applying the latest transformers on multilingual legal documents.	19	Experimental	—	HTML
23	Ankit-Kumar-Saini/Coursera_Natural_Language_Processing_Specialization Implementation of state-of-the-art NLP models using transformers for tasks...	19	Experimental	4	Jupyter Notebook
24	razormin/Sequence-Models Sequence Models coding assignments	19	Experimental	4	Jupyter Notebook
25	vi5hnuiyengar/mahabharata-role-aware-narrative-networks Computational analysis of Sanskrit morphology and English narrative networks...	19	Experimental	—	Jupyter Notebook
26	styfeng/SMERTI Code for SMERTI for Semantic Text Exchange.	17	Experimental	5	Jupyter Notebook
27	zixi-liu/Transformers-Learning Stanford CS25 - Transformer United and CS224n learning notes and code dump.	17	Experimental	5	—
28	rohanmistry231/NLP-Interview-Preparation A targeted resource for mastering NLP, featuring practice problems, code...	17	Experimental	15	Python
29	OpenCloudHub/ai-dl-bert Deep learning NLP workflows with BERT transformers demonstrating advanced...	15	Experimental	—	Python
30	Sampatankar/Learning_To_Tokenise_DNA Dissertation project public repo for a BERT-based tokeniser methods...	15	Experimental	—	Python
31	alizat/Life-with-NLP Pet projects involving NLP tasks	15	Experimental	—	Jupyter Notebook
32	parmarsuraj99/parivartak-indic-nlp A repository for my experiments with Language models with different language	15	Experimental	2	Jupyter Notebook
33	shubham-shetty/CS685_Advanced_NLP Coursework for CS 685 - Advanced Natural Language Processing (Fall 2021),...	15	Experimental	2	Jupyter Notebook
34	unnatibshah/CSCI544-NLP CSCI 544 - Applied Natural Language Processing (Spring 2023) \| Graduate...	15	Experimental	2	—
35	GokayGulsoy/CENG-543-Take-Home-Midterm Repository for the take-home midterm of CENG 543 Information Retrieval Course	15	Experimental	—	Jupyter Notebook
36	Kaidemon/NLP-Paper-Analyzer 📄 Analyze academic papers with advanced NLP techniques for improved...	14	Experimental	—	Jupyter Notebook
37	Pilot-Khadka/nlp-algorithms Educational implementations of NLP algorithms and architectures including...	14	Experimental	—	Python
38	tirumanagirisivasai/final-year-project This is our final year main project which aims ro help people with legal awareness	14	Experimental	—	CSS
39	odsc2015/ODSC-East-2022 ODSC East 2022 tutorial, workshop, and training prerequisites and resources...	14	Experimental	1	HTML
40	pacifikus/itmo_ods_nlp_course NLP course materials at ITMO	14	Experimental	13	Jupyter Notebook
41	prakadeesh01/Natural-Language-Processing-Specialization This repository contains my personal solutions and learning progress for the...	13	Experimental	2	Jupyter Notebook
42	erenisci/natural-language-processing This repository covers a journey from basic to advanced NLP models, with a...	12	Experimental	1	Jupyter Notebook
43	sourcecode369/the-ultimate-nlp-repo Natural language processing in PyTorch and TensorFlow	12	Experimental	4	Jupyter Notebook
44	Assem-ElQersh/NLP-Projects Comprehensive implementation of 8 NLP tasks covering sentiment analysis,...	12	Experimental	1	Jupyter Notebook
45	AlexandreGazagnes/CentraleSupElec-NLP-Public-Resources Centrale-NLP-Public-Ressources : This repository is about the NLP class 2023/2024	12	Experimental	3	Jupyter Notebook
46	dmamakas2000/nllp-2022 In this repository we generally experiment with the creation of...	12	Experimental	3	Python
47	brenomchd/NLP Practical applications and experiments in Natural Language Processing,...	11	Experimental	—	—
48	Youssef3082004/Elevvo_Pathways_Internship Elevvo Pathways - NLP track Internship	11	Experimental	—	—
49	kunalPisolkar24/NLP_Lab Collection of practical codes for Savitribai Phule Pune University's Natural...	11	Experimental	—	Jupyter Notebook
50	vidakisgiwrgos/nlp-text-intelligence-toolkit Practical NLP projects: language modeling, text completion, and...	11	Experimental	—	Jupyter Notebook
51	LamprosKoukoulis/nlp Natural Language Processing (NLP) project. Made for academic assignment @...	11	Experimental	—	Jupyter Notebook
52	dimitris1pana/nlp_lab_unipi Introduction to Natural Language Processing, Department Of Informatics -...	11	Experimental	5	Jupyter Notebook
53	victor7246/consNLP A consolidated NLP toolkit	11	Experimental	2	Jupyter Notebook
54	tinh2044/AWESOME-NLP-PAPERS A curated collection of NLP research papers, models, datasets, and tools...	11	Experimental	2	—
55	Gaurav3251/NLP-based-Contract-Specification-Extractor-tool NLP based tool for Contractors to upload their Contract Specification...	11	Experimental	—	Python
56	alexanderplesovskikh/web_edu 🚧 Under construction	11	Experimental	—	HTML
57	sai-jagdale/Natural_Language_processing_NLU-NLG This repository showcases core NLP concepts using Python, featuring NLU...	11	Experimental	—	Python
58	minggnim/nlp-algo A repository that provides a collection of modern NLP algorithms	10	Experimental	1	Python
59	Vitor-Sallenave/Studies-in-NLP The main objective of this repository is to share my knowledge reffering to...	10	Experimental	1	Jupyter Notebook
60	AITechHero/NoNullsense-NLP Natural Language Processing (NLP) with libraries like spaCy, Transformers, and NLTK.	10	Experimental	1	—

Comparisons in this category

cs224n-win2223 and cs224n (42 vs 30)