Product Categorization NLP Tools
Tools for classifying e-commerce products into predefined categories based on product descriptions and metadata. Does NOT include general website/URL classification or product quality assessment unrelated to category assignment.
There are 28 product categorization tools tracked. 1 score above 50 (established tier). The highest-rated is jenojp/negspacy at 55/100 with 283 stars.
Get all 28 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=product-categorization&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
jenojp/negspacy
spaCy pipeline object for negating concepts in text |
|
Established |
| 2 |
Mascerade/supervised-product-matching
⚖️ Neural network for product matching, aka classifying whether two product... |
|
Emerging |
| 3 |
dmlls/negate
negate_sentence(A Python module that doesn't negate sentences.) |
|
Emerging |
| 4 |
sugatagh/E-commerce-Text-Classification
Proper categorization of e-commerce products enhances the user experience... |
|
Emerging |
| 5 |
MaggieMeow/neko
Product categorization using sequence-to-sequence models and others. |
|
Emerging |
| 6 |
aryanbadiee/Website-Categorization
Recognizes the subject of websites |
|
Emerging |
| 7 |
sunzeyeah/item-alignment
ccks2022 task9 subtask2 商品同款识别 |
|
Emerging |
| 8 |
SrikantShubam/WebSite-Classifier
WebSite-Classifier is a machine learning project that classifies websites... |
|
Emerging |
| 9 |
umcu/negation-detection
Negation detection in Dutch clinical text. |
|
Emerging |
| 10 |
steveee27/E-Commerce-Product-Description-Classification
Classify e-commerce product descriptions into categories (Household, Books,... |
|
Experimental |
| 11 |
arcosx/PredictTheProduct
中文电商商品类目预测 |
|
Experimental |
| 12 |
khushboogupta13/Flipkart-Product-Categorization
A Natural Language Processing based project that aims at categorizing... |
|
Experimental |
| 13 |
generall/EntityCategoryPrediction
Model for predicting categories of entities by its mentions |
|
Experimental |
| 14 |
mayank6255/hs_codes_prediction
A semi-supervised training approach for predicting HS6 code for a product description |
|
Experimental |
| 15 |
rajlm10/Shoppster
Multimodal Shopping Assistant |
|
Experimental |
| 16 |
alex-martineau/classification_automatique
Classification automatique de produits e-commerce à partir de textes et... |
|
Experimental |
| 17 |
MiriUll/negation_aware_evaluation
Code for the paper "This is not correct! Negation-aware Evaluation of... |
|
Experimental |
| 18 |
yasarigno/Categorization_via_Deep_Learning_and_NLP
Recognition of categories of products from images and textual descriptions. |
|
Experimental |
| 19 |
lorainemg/negation-detection
Automatic detection of negation and the words they affect. |
|
Experimental |
| 20 |
sarkar-sayan/url-classification
Classifying URLs into Productive or Non-productive based on their web content |
|
Experimental |
| 21 |
garzlolz/NCHU-114-ML-Semester-Project
[NCHU IM Project] Multimodal E-commerce Product Classification using Keras 3... |
|
Experimental |
| 22 |
dmlls/cannot-dataset
CANNOT: Compilation of ANnotated, Negation-Oriented Text-pairs |
|
Experimental |
| 23 |
ContentHolmes/Website-Classifier-Native
A website classifier that classifies a website into categories depending... |
|
Experimental |
| 24 |
elifbeyzatok00/Trendyol-Teknofest-E-Commerce-Hackathon-Project
This repository is part of an e-commerce solution aimed at enhancing the... |
|
Experimental |
| 25 |
KelvinLam05/product_classification
Build a fastText product classification model that can predict a normalized... |
|
Experimental |
| 26 |
Advancing-Machine-Human-Reasoning-Lab/negation-processing-ACL-2022
Developmental Negation Processing in Transformer Language Models, ACL 2022 |
|
Experimental |
| 27 |
trang-h-vo/Product-Auto-Categorization-with-NLP
In this repository, I use text data to help auto-categorize new products on... |
|
Experimental |
| 28 |
CelineBoutinon/product-classification
CentraleSupélec/OpenClassrooms Data Scientist 2024-2025 - Projet 6 |
|
Experimental |