Text Classification LLM Tools
Tools and models for categorizing text into predefined classes (sentiment analysis, NER, topic classification, intent detection). Does NOT include general NLP libraries, image classification, or document retrieval systems.
There are 97 text classification tools tracked. The highest-rated is jpmorganchase/llm-email-spam-detection at 46/100 with 123 stars.
Get all 97 projects as JSON
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
jpmorganchase/llm-email-spam-detection
LLM for Email Spam Detection |
|
Emerging |
| 2 |
hppRC/llm-lora-classification
LLMとLoRAを用いたテキスト分類 |
|
Emerging |
| 3 |
makerlinck/AntLLM
A auto-classifier for files based on Langchain & Deepdanbooru-tagger-mini |
|
Emerging |
| 4 |
stccenter/Comparative-Analysis-of-BERT-and-GPT-for-Classifying-Crisis-News-with-Sudan-Conflict-as-an-Example
Comparative Analysis of BERT and GPT for Conflict-Related Multiclass Label... |
|
Experimental |
| 5 |
Nightey3s/profanity-detection
A robust multimodal system for detecting and rephrasing profanity in both... |
|
Experimental |
| 6 |
simranjeet97/Innovative-Sentiment-Analysis
I created a new technique to do sentiment analysis with 98% probability... |
|
Experimental |
| 7 |
NLP-AI-Wizards/clef2025-checkthat
Challenge to distinguish whether a sentence from a news article expresses... |
|
Experimental |
| 8 |
NIEHS/ToxPipe
Series of tools used for LLM interaction with toxicological data. |
|
Experimental |
| 9 |
JuanLara18/classifai
Classify any text dataset with one config file. OpenAI, Anthropic, or Ollama... |
|
Experimental |
| 10 |
NoisyStudents/NoisyABSA
Domain generalization on Aspect Based Sentiment Analysis (ABSA) task via... |
|
Experimental |
| 11 |
geetakudumula/llm-sentiment-analysis-banking-demo
BERT-based sentiment analysis of banking feedback using Hugging Face Transformers |
|
Experimental |
| 12 |
byunsj/KoTox-Korean-Toxic-Instruction-Dataset
KoTox is an automatically generated instruction dataset in Korean. The... |
|
Experimental |
| 13 |
InfinityZero3000/Customer-emotion-recognition
Customer emotion recognition is technology that helps businesses... |
|
Experimental |
| 14 |
outerbounds/hacker-news-sentiment
Metaflow flows for analyzing topics and sentiments in Hacker News |
|
Experimental |
| 15 |
AnasMohammad4321/BERT-Pytorch
Comprehensive BERT model training and visualization, detailing pre-training,... |
|
Experimental |
| 16 |
Mahesh3394/clinical_text_classification
Text classification with fine tuned LLM model. Bert model fine tuned on... |
|
Experimental |
| 17 |
space-lumps/user-feedback-sentiment-bq
Automated LLM-based sentiment analysis of user feedback with interactive... |
|
Experimental |
| 18 |
Atishay9828/Hybrid-GenAI-Transaction-Categorization
Hybrid GenAI Transaction Categorization is a privacy-first AI system that... |
|
Experimental |
| 19 |
fahadelahikhan/Car-Review-LLM-Pipeline
NLP pipeline using Hugging Face LLMs for sentiment analysis, translation,... |
|
Experimental |
| 20 |
VIVPM/log-classification-system
Log classification using hybrid classification framework |
|
Experimental |
| 21 |
kaoutarDaoudHiri/NLP-based-classification-of-metagenomics-tools
https://kaoutardaoudhiri-nlp-based-classification-of-metagen-app-z9o5q6.strea... |
|
Experimental |
| 22 |
sabrinaherbst/distilbert_question_answering
Implements a Q&A ML model usuing DistilBERT. |
|
Experimental |
| 23 |
neeleshbhalla/large_language_models_for_processing_emails
Fine-tuning Llama2-7b and other llms for categorising emails for Deutsche... |
|
Experimental |
| 24 |
giumatt/Sentiment-Analysis-for-a-Smart-Museum
A sentiment analysis system for smart museums that detects and visualizes... |
|
Experimental |
| 25 |
IsmaelMousa/modern-bert-ner
A finetuned ModernBERT model for named entity recognition (NER), trained on... |
|
Experimental |
| 26 |
MayankK10/News_Sentiment_Analysis_on_Time_Series_Models_UGRP_CH21B058
This repsitory is a part of my "Undergraduate Research Project" under... |
|
Experimental |
| 27 |
Sheim1278/complaint-ticketing-system
Compliant_ticketing_system |
|
Experimental |
| 28 |
EdoardoVaira/Simple-Sentiment-Analysis-Guide
A step-by-step guide for performing Sentiment Analysis on Google Play Store... |
|
Experimental |
| 29 |
ranieri-unimi/depression
Extract explainablity from RoBERTa 🪆 ad Born 🐈 while classifying depresson 🎭 |
|
Experimental |
| 30 |
GoktugAtes04/Optimized-BERT-Intrusion-Detection-System
“OB-IDS (Optimized BERT-based Intrusion Detection System)” presents a... |
|
Experimental |
| 31 |
nos1dot618/emosense
Multimodal architecture that is capable to sensing emotion from chat occurrences |
|
Experimental |
| 32 |
AxelDlv00/ToxiFrench
Benchmarking and enhancing French toxicity detection with Chain-of-Thought... |
|
Experimental |
| 33 |
Ratul-byte/Car-Reviews-via-NLP
📔 A natural language processing (NLP) project for analyzing and extracting... |
|
Experimental |
| 34 |
yarakyrychenko/mumin-classifier
Fine-tuning multilingual and English-only (with translated-to-English text)... |
|
Experimental |
| 35 |
ismiljanic/SyntaxBase-moderation-microservice
A Hybrid Moderation Framework Combining Rule-Based, Transformer-Based and... |
|
Experimental |
| 36 |
kalbun/GENIS
Explainable grading algorithm for e-commerce reviews |
|
Experimental |
| 37 |
AbineshSivakumar/HyperPartisan_Classification_Using_BERT
A hyperpartisan news article classification system using BERT-based... |
|
Experimental |
| 38 |
aakrivenkovskaya/fitchain-uk-nlp-review-insight-system
NLP-based customer review insight system originally developed for a major UK... |
|
Experimental |
| 39 |
AndreSchuck/EvaluatingLargeLanguageModelsforBrazilianPortugueseSentimentAnalysis
Comparative study of 23 LLMs for Brazilian Portuguese sentiment analysis via... |
|
Experimental |
| 40 |
tianrui-qi/SIP-DB2
Somatic Immune Phenotype Prediction Based on DNABERT2 |
|
Experimental |
| 41 |
AlexHaro25/Yelp-Sentimental-Analysis
Sentiment analysis of Yelp reviews using DistilBERT and Groq AI for business insights |
|
Experimental |
| 42 |
SiyamSajnan/LLMs-NNs-for-Sentiment-Classification-of-Disaster-Tweets
Comparative analysis of LLMs and conventional NNs to classify tweets into... |
|
Experimental |
| 43 |
directtt/nlp-wine-reviews-prediction
NLP text classification project which aims to predict wine reviews scores... |
|
Experimental |
| 44 |
LennardFe/Stock-News-Analysis-with-BERT
BERT-based Language Model with Advanced Data Processing for Stock News Analysis |
|
Experimental |
| 45 |
alphagov/govuk-national-applicability-experiment
Feasibility of using machine classification to determine national... |
|
Experimental |
| 46 |
juliana-ng/AG-news-text-classification
Recurrent Neural Network (RNN) and Long-Short Term Memory networks (LSTMs)... |
|
Experimental |
| 47 |
juliana-ng/s25-perfume-trend
This is my capstone project done for my MSDS degree. The top perfume trends... |
|
Experimental |
| 48 |
juliana-ng/taylor-swift-lyrics-llm
Topic modeling and sentiment analysis on Taylor Swift's lyrics across her 11 albums |
|
Experimental |
| 49 |
huseyincenik/streamlit_ner_with_gliner
🔎 NER (Named Entity Recognition) Application with Gliner 🛠️ |
|
Experimental |
| 50 |
NANITH777/Disaster_Prediction_Model
This project aims to classify tweets related to different types of disasters... |
|
Experimental |
| 51 |
Ahmed-El-Zainy/multi-lang-sentiment-analysis
Build Multi-language Sentiment Analysis Streaming System |
|
Experimental |
| 52 |
YasminSalehi/emotion-aware-chatbot
An emotion aware chatbot |
|
Experimental |
| 53 |
Mahan-M47/LLM-steam-review-generator
A fine-tuned version of GPT-2 designed to generate and classify Steam reviews. |
|
Experimental |
| 54 |
FardinHash/multilabel-classification-llm
Multi-label classification using LLMs, with additional enhancements using... |
|
Experimental |
| 55 |
AlessandroMaini/CucumBERT_askqe
Extensions to AskQE for Machine Translation Quality Estimation, developed... |
|
Experimental |
| 56 |
SD7Campeon/Comment-Toxicity-Detection-and-Classification
LLM-inspired BiLSTM pipeline for real-time, multi-label toxicity inference... |
|
Experimental |
| 57 |
Mukku27/deberta-text-classification-fine-tuning
This repository contains a Jupyter Notebook demonstrating an advanced... |
|
Experimental |
| 58 |
ifieryarrows/stock-sentiment-analysis-finBERT-to-LLM
An end-to-end financial analysis pipeline that uses FinBERT for accurate... |
|
Experimental |
| 59 |
Pranjal360Agarwal/LogEngineX
LogEngineX is a production-ready AI-powered log classification system built... |
|
Experimental |
| 60 |
AsherJingkongChen/biosemo
Emotion Classification based on Biosignal data |
|
Experimental |
| 61 |
di37/multiclass-news-classification-using-llms
This repository contains a project that focuses on evaluating the... |
|
Experimental |
| 62 |
MortadhaMannai/BERT-Neural-Language-Interface-Explainability-Explorer
Welcome to the Neural Language Interface (NLI) Explain project! This... |
|
Experimental |
| 63 |
WalidAlsafadi/Gaza-Twitter-LLM-Sentiment
Analyzes Gaza-related tweets using LLaMA-3 via GroqCloud. Combines Selenium... |
|
Experimental |
| 64 |
DariusBotusanu/RoFinBert
A romanian version of BERT, Distil-BERT-base-ro, fine-tuned for Sentiment... |
|
Experimental |
| 65 |
dcsgod/Distillbert2-finetunned
This repository contains a fine-tuned DistilGPT2 model designed to answer... |
|
Experimental |
| 66 |
chirindaopensource/media_narrative_evolution_analysis
A Python implementation of hybrid Dynamic Topic Models and Large Language... |
|
Experimental |
| 67 |
45Harry/Log_Classification_GenAI_LLM_NLP_DeepSeek_R1_
Log Classification Using LLM DeepSeekR1 |
|
Experimental |
| 68 |
Aryan246cs/Log-Classification-System-GenAI
Hybrid log classification system combining Regex, Sentence Transformers +... |
|
Experimental |
| 69 |
VanCoconut/Customer-Satisfaction
A marketing analytics pipeline using Large Language Models (LLMs) to... |
|
Experimental |
| 70 |
dkeyGit/Relevance-Classifier
A microservice for the automatic classification of online feedback sentences... |
|
Experimental |
| 71 |
NANDINISHARMA30/Log-Classification-
Log Monitoring Systems- server crashing , we can have a watch on them by... |
|
Experimental |
| 72 |
george07-t/AliExpress-Product-Review-Reply-Management-System
An AI pipeline was built to analyze AliExpress product reviews, performing... |
|
Experimental |
| 73 |
codebywiam/reddit-topic-modeling
This project aims to uncover underlying themes and topics within posts from... |
|
Experimental |
| 74 |
aminfadaei116/cohere-nlp-challenge
Sentence Embedding using Bert model, by using different NLP approaches such... |
|
Experimental |
| 75 |
alok-abhishek/develop_disruptive_innovation_strategy_from_customer_reviews
Sentiment Analysis of customer reviews for Airlines using RoBERTa and BART... |
|
Experimental |
| 76 |
abhi227070/Fine-Tuning-BERT-for-Text-Classification
In the realm of medical research and diagnostics, the classification and... |
|
Experimental |
| 77 |
torchstack-ai/bert-finetuning
This repository contains code that fine-tunes BERT for text classification... |
|
Experimental |
| 78 |
DakshRathi/MICs-Classsification-Details-Extraction
🔍 An advanced Natural Language Processing project for automatically... |
|
Experimental |
| 79 |
lijoraju/sentiment-aware-recommendation
Build a recommendation system that uses BERT-based sentiment analysis of... |
|
Experimental |
| 80 |
SuneshSundarasami/Multilabel-Toxicity-Detection-Using-Classical-RNN-and-Transformer-Architectures
End-to-end ML workflow for multi-label toxic comment detection using NLP.... |
|
Experimental |
| 81 |
villacampaporta/climateBERT-analysis
Natural Language Processing (NLP) analysis of climate-related corporate... |
|
Experimental |
| 82 |
ChahidAbderrazak/Multi-Model-Text-Classification
Application of Large Language Model (LLM), Natural language processing... |
|
Experimental |
| 83 |
MauroCE/BBCTopicModeling
Unsupervised Topic Modeling via BERTopic |
|
Experimental |
| 84 |
SimReale/tweets_sexism_detector
NLP assignments about creating a sexism classifier with different approaches. |
|
Experimental |
| 85 |
arun-srn/math-question-classification-ocr
A classical ML project that classifies math questions stored as individual... |
|
Experimental |
| 86 |
gromdimon/LongCovid
Analysis of long covid symptoms from Twitter data using BERT |
|
Experimental |
| 87 |
hriaz17/ELLEN
Code for the paper "ELLEN: Extremely Lightly Supervised Learning For... |
|
Experimental |
| 88 |
hananaq/Arabic-Tweet-Classification-MARBERT-k5-fold
This Jupyter Notebook demonstrates Arabic text classification using the... |
|
Experimental |
| 89 |
UditAkhourii/sentiment-analysis
Sentiment Analysis powered by Functions API |
|
Experimental |
| 90 |
bhattbhavesh91/sentiment-analysis-ner-gradient
Create Sentiment Analysis, Entity Extraction & Text Summarization No Code... |
|
Experimental |
| 91 |
deepbiolab/customer-complaint-classification
An GenAI-powered pipeline leveraging Whisper, DALL-E, and GPT to transform... |
|
Experimental |
| 92 |
FlorensaDimer/nlp_ner_soccer_pt-BR
Anotação Manual e Comparação com Modelos Treinados |
|
Experimental |
| 93 |
SayamAlt/Cyberbullying-Classification-using-fine-tuned-DistilBERT
Successfully fine-tuned a pretrained DistilBERT transformer model that can... |
|
Experimental |
| 94 |
steveee27/Two-Stage-BERT-for-Sports-News-Classification-Using-LLM
This project scrapes sports news articles, classifies them using a Two-Stage... |
|
Experimental |
| 95 |
Superar/multimodal-humor-recognition
[PROPOR 2024] Exploring Multimodal Models for Humor Recognition in Portuguese |
|
Experimental |
| 96 |
Fabbernat/-ARCHIVE-Peternity
Flask-alapú webalkalmazás, amely megvizsgálja, hogy a word-in-context... |
|
Experimental |
| 97 |
zenklinov/Regression_Logistic_-_Sentiment_Analysis_Movie_Data
This repository contains code for performing sentiment analysis using... |
|
Experimental |