Text Classification Transformers NLP Tools

There are 36 text classification transformers tools tracked. 1 score above 50 (established tier). The highest-rated is yongzhuo/Pytorch-NLU at 54/100 with 353 stars.

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#	Tool	Score	Tier	Stars	Language
1	yongzhuo/Pytorch-NLU 中文文本分类、序列标注工具包（pytorch），支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词、抽取式文本摘要等序列标...	54	Established	353	Python
2	aniass/Product-Categorization-NLP Multi-Class Text Classification for products based on their description with...	43	Emerging	97	Jupyter Notebook
3	VinAIResearch/BERTweet BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)	42	Emerging	605	Python
4	hppRC/bert-classification-tutorial 【2023年版】BERTによるテキスト分類	40	Emerging	236	Python
5	zhanlaoban/Transformers_for_Text_Classification 基于Transformers的文本分类	39	Emerging	343	Python
6	artitw/text2class Multi-class text categorization using state-of-the-art pre-trained...	38	Emerging	23	Python
7	maxent-ai/zeroshot_topics Topic Inference with Zeroshot models	36	Emerging	61	Python
8	prrao87/patent-classification Classify international patents into one of eight categories based on the...	36	Emerging	10	Python
9	maveryn/bangla-text-classification Bangla Text Classification using Transformers	34	Emerging	6	Python
10	hongyingyue/Text-classification Text classification NLP pipeline with transformers	34	Emerging	26	Python
11	nubs4dayz/company-classification-research This project explores the use of various NLP techniques to classify...	34	Emerging	5	Jupyter Notebook
12	catqaq/OpenTextClassification OpenTextClassification is all you need for text classification! Open text...	32	Emerging	209	Python
13	James-Crockett/Support-Ticket-Auto-Triage An automated ticket classification system using NLP. Compares traditional...	24	Experimental	1	Jupyter Notebook
14	christophermoverton/scientific-multilabel-classification This project compares unsupervised topic modeling and supervised...	21	Experimental	—	Jupyter Notebook
15	ali-sdg/bert-sentiment-classifier Fine-tuned DistilBERT for news classification - trained on AG News, deployed...	21	Experimental	—	Jupyter Notebook
16	sayanjit082805/NeuralNews Categorize news articles from headlines using fine-tuned DistilBERT.	18	Experimental	1	Jupyter Notebook
17	Kor4yz/Classification-of-emails Email classification with classic ML and modern NLP (LSTM/BERT): training,...	17	Experimental	—	Jupyter Notebook
18	amanaser/BERT-Fine-Tuning-for-Document-Classification Fine-tuning BERT for scientific abstract classification into seven...	13	Experimental	—	Jupyter Notebook
19	kkrings/fastts Text classification via fastai and transformers	13	Experimental	—	Python
20	dianaro74/News-Classification-NLP Classical TF-IDF based ML models and transformers for multi-class news classification	13	Experimental	—	Jupyter Notebook
21	ibra-dotcom/banking77-intent-classifier Intent classification for banking queries using DistilBERT (90.8% accuracy)	13	Experimental	—	Python
22	kushalk20/Text-Classification A production-ready FastAPI service that automatically classifies IT support...	13	Experimental	—	HTML
23	euwalteraugusto/mail-classifier Serviço backend para classificação automática de emails corporativos em...	13	Experimental	—	Python
24	jaychampaneri14/text-classifier Multi-label text classification with fine-tuned DistilBERT	13	Experimental	—	Python
25	MayuriKawale/legal-text-classifier Multi-label legal text classifier fine-tuned on ECtHR cases using DistilBERT.	13	Experimental	—	Jupyter Notebook
26	ndminhvn/gender-classification Gender Classification problem - Predict if blog texts are written by male or female	13	Experimental	—	Jupyter Notebook
27	egonos/News-Classification An end-to-end ML pipeline for text classification	13	Experimental	—	Jupyter Notebook
28	iSathyam31/Text_Classification_Using_DistilBert This project fine-tunes the DistilBERT model on the AG News dataset for text...	11	Experimental	—	Jupyter Notebook
29	honghanhh/definition_extraction Slovenian Definition Extraction	11	Experimental	—	Python
30	GAUTAMSINGH102/SmartClass Be Smart With Smart Class	11	Experimental	—	Python
31	JulesBelveze/BERT-sequence-classifier 🤗 Dockerized BERT-Multi-Label-Classifier Inferer 🤗	11	Experimental	4	Jupyter Notebook
32	RaThorat/discipline-classification-02 This is a code to run in Google Colab.	11	Experimental	—	Jupyter Notebook
33	TEODE/zeebe-text-classification-worker A Zeebe text classifier worker based on Hugging Face NLP pipeline	11	Experimental	—	Python
34	DarienNouri/NLP-Document-Classification This repository explores the correlation between news headlines' textual...	11	Experimental	—	Jupyter Notebook
35	wazeerc/text-classification-demo 🤖 Text Classification w/ DistilBERT	10	Experimental	1	Jupyter Notebook
36	Overfitter/Know-Corona 🔍 Kaggle COVID-19 Open Research Dataset Challenge (CORD-19)	10	Experimental	2	Jupyter Notebook