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 76 text classification tools tracked. The highest-rated is jpmorganchase/llm-email-spam-detection at 46/100 with 123 stars.
Get all 76 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 |
Nightey3s/profanity-detection
A robust multimodal system for detecting and rephrasing profanity in both... |
|
Emerging |
| 5 |
byunsj/KoTox-Korean-Toxic-Instruction-Dataset
KoTox is an automatically generated instruction dataset in Korean. The... |
|
Emerging |
| 6 |
JuanLara18/classifai
Classify any text dataset with one config file. OpenAI, Anthropic, or Ollama... |
|
Emerging |
| 7 |
InfinityZero3000/Customer-emotion-recognition
Customer emotion recognition is technology that helps businesses... |
|
Emerging |
| 8 |
outerbounds/hacker-news-sentiment
Metaflow flows for analyzing topics and sentiments in Hacker News |
|
Emerging |
| 9 |
NIEHS/ToxPipe
Series of tools used for LLM interaction with toxicological data. |
|
Experimental |
| 10 |
neeleshbhalla/large_language_models_for_processing_emails
Fine-tuning Llama2-7b and other llms for categorising emails for Deutsche... |
|
Experimental |
| 11 |
Sheim1278/complaint-ticketing-system
Compliant_ticketing_system |
|
Experimental |
| 12 |
space-lumps/user-feedback-sentiment-bq
Automated LLM-based sentiment analysis of user feedback with interactive... |
|
Experimental |
| 13 |
MayankK10/News_Sentiment_Analysis_on_Time_Series_Models_UGRP_CH21B058
This repsitory is a part of my "Undergraduate Research Project" under... |
|
Experimental |
| 14 |
Atishay9828/Hybrid-GenAI-Transaction-Categorization
Hybrid GenAI Transaction Categorization is a privacy-first AI system that... |
|
Experimental |
| 15 |
LennardFe/Stock-News-Analysis-with-BERT
BERT-based Language Model with Advanced Data Processing for Stock News Analysis |
|
Experimental |
| 16 |
NANITH777/Disaster_Prediction_Model
This project aims to classify tweets related to different types of disasters... |
|
Experimental |
| 17 |
Ahmed-El-Zainy/multi-lang-sentiment-analysis
Build Multi-language Sentiment Analysis Streaming System |
|
Experimental |
| 18 |
YasminSalehi/emotion-aware-chatbot
An emotion aware chatbot |
|
Experimental |
| 19 |
Ratul-byte/Car-Reviews-via-NLP
📔 A natural language processing (NLP) project for analyzing and extracting... |
|
Experimental |
| 20 |
Mahan-M47/LLM-steam-review-generator
A fine-tuned version of GPT-2 designed to generate and classify Steam reviews. |
|
Experimental |
| 21 |
di37/multiclass-news-classification-using-llms
This repository contains a project that focuses on evaluating the... |
|
Experimental |
| 22 |
WalidAlsafadi/Gaza-Twitter-LLM-Sentiment
Analyzes Gaza-related tweets using LLaMA-3 via GroqCloud. Combines Selenium... |
|
Experimental |
| 23 |
ifieryarrows/stock-sentiment-analysis-finBERT-to-LLM
An end-to-end financial analysis pipeline that uses FinBERT for accurate... |
|
Experimental |
| 24 |
alok-abhishek/develop_disruptive_innovation_strategy_from_customer_reviews
Sentiment Analysis of customer reviews for Airlines using RoBERTa and BART... |
|
Experimental |
| 25 |
SD7Campeon/Comment-Toxicity-Detection-and-Classification
LLM-inspired BiLSTM pipeline for real-time, multi-label toxicity inference... |
|
Experimental |
| 26 |
Mukku27/deberta-text-classification-fine-tuning
This repository contains a Jupyter Notebook demonstrating an advanced... |
|
Experimental |
| 27 |
bhattbhavesh91/sentiment-analysis-ner-gradient
Create Sentiment Analysis, Entity Extraction & Text Summarization No Code... |
|
Experimental |
| 28 |
Superar/multimodal-humor-recognition
[PROPOR 2024] Exploring Multimodal Models for Humor Recognition in Portuguese |
|
Experimental |
| 29 |
deepbiolab/customer-complaint-classification
An GenAI-powered pipeline leveraging Whisper, DALL-E, and GPT to transform... |
|
Experimental |
| 30 |
steveee27/Two-Stage-BERT-for-Sports-News-Classification-Using-LLM
This project scrapes sports news articles, classifies them using a Two-Stage... |
|
Experimental |
| 31 |
tianrui-qi/SIP-DB2
Somatic Immune Phenotype Prediction Based on DNABERT2 |
|
Experimental |
| 32 |
kalbun/GENIS
Explainable grading algorithm for e-commerce reviews |
|
Experimental |
| 33 |
AndreSchuck/EvaluatingLargeLanguageModelsforBrazilianPortugueseSentimentAnalysis
Comparative study of 23 LLMs for Brazilian Portuguese sentiment analysis via... |
|
Experimental |
| 34 |
hananaq/Arabic-Tweet-Classification-MARBERT-k5-fold
This Jupyter Notebook demonstrates Arabic text classification using the... |
|
Experimental |
| 35 |
zenklinov/Regression_Logistic_-_Sentiment_Analysis_Movie_Data
This repository contains code for performing sentiment analysis using... |
|
Experimental |
| 36 |
FlorensaDimer/nlp_ner_soccer_pt-BR
Anotação Manual e Comparação com Modelos Treinados |
|
Experimental |
| 37 |
SayamAlt/Cyberbullying-Classification-using-fine-tuned-DistilBERT
Successfully fine-tuned a pretrained DistilBERT transformer model that can... |
|
Experimental |
| 38 |
aakrivenkovskaya/fitchain-uk-nlp-review-insight-system
NLP-based customer review insight system originally developed for a major UK... |
|
Experimental |
| 39 |
AlessandroMaini/CucumBERT_askqe
Extensions to AskQE for Machine Translation Quality Estimation, developed... |
|
Experimental |
| 40 |
Aschen/web-classification
A ML classification experiment using LLM (and others) |
|
Experimental |
| 41 |
dcsgod/Distillbert2-finetunned
This repository contains a fine-tuned DistilGPT2 model designed to answer... |
|
Experimental |
| 42 |
Pranjal360Agarwal/LogEngineX
LogEngineX is a production-ready AI-powered log classification system built... |
|
Experimental |
| 43 |
alphagov/govuk-national-applicability-experiment
Feasibility of using machine classification to determine national... |
|
Experimental |
| 44 |
juliana-ng/taylor-swift-lyrics-llm
Topic modeling and sentiment analysis on Taylor Swift's lyrics across her 11 albums |
|
Experimental |
| 45 |
juliana-ng/s25-perfume-trend
This is my capstone project done for my MSDS degree. The top perfume trends... |
|
Experimental |
| 46 |
juliana-ng/AG-news-text-classification
Recurrent Neural Network (RNN) and Long-Short Term Memory networks (LSTMs)... |
|
Experimental |
| 47 |
NANDINISHARMA30/Log-Classification-
Log Monitoring Systems- server crashing , we can have a watch on them by... |
|
Experimental |
| 48 |
george07-t/AliExpress-Product-Review-Reply-Management-System
An AI pipeline was built to analyze AliExpress product reviews, performing... |
|
Experimental |
| 49 |
SimReale/tweets_sexism_detector
NLP assignments about creating a sexism classifier with different approaches. |
|
Experimental |
| 50 |
shank959/crypto-sentiment-analysis
This cryptocurrency market sentiment analysis tool leverages a fine-tuned... |
|
Experimental |
| 51 |
Khapkeaadi24/Hybrid_log_classification
A hybrid log classification framework combining rule-based, ML, and LLM... |
|
Experimental |
| 52 |
torchstack-ai/bert-finetuning
This repository contains code that fine-tunes BERT for text classification... |
|
Experimental |
| 53 |
DakshRathi/MICs-Classsification-Details-Extraction
🔍 An advanced Natural Language Processing project for automatically... |
|
Experimental |
| 54 |
s91alimora/LLM-based_Review_Analysis
In this repository, I share a project I did on DataCamp website: Analyzing... |
|
Experimental |
| 55 |
shortthirdman/TextCraftr-ClassiLab
Building a Reliable Text Classification Pipeline with LLMs |
|
Experimental |
| 56 |
EvilFreelancer/toxicator-ru
A playful project that cleverly transforms everyday sentences into their... |
|
Experimental |
| 57 |
Rishika70/Hack_To_Hire
This repository contains an analysis of different question answering models,... |
|
Experimental |
| 58 |
MuhammadHilmyPutraRisma/multi-llm-sentiment
Python code for comparing the performance of DeepSeek API, Gemini API, and... |
|
Experimental |
| 59 |
rafaseto/SentiOpen
Analyzing Sentiments with GPT, Gemini and DeepSeek |
|
Experimental |
| 60 |
chelzakaria/unreddit
Unveil the hidden insights of the r/morocco subreddit community with Unreddit. |
|
Experimental |
| 61 |
Rroopesh55/Sentiment_Analysis_and_LLM
Google Reviews sentiment classifier interpretable TF-IDF + NB with EDA and... |
|
Experimental |
| 62 |
thehamzza/Sentiment-Analysis-of-Movie-Reviews-with-ML
Developed a sentiment analysis system using scikit-learn and XGBoost to... |
|
Experimental |
| 63 |
AlexHaro25/Yelp-Sentimental-Analysis
Sentiment analysis of Yelp reviews using DistilBERT and Groq AI for business insights |
|
Experimental |
| 64 |
SajjadHm/Semi-Supervised-GAN-BERT
Semi Supervised GAN-BERT: Generative Adversarial Learning for Robust Text... |
|
Experimental |
| 65 |
sangioai/NLP_Assignments
NLP deep evaluation of sexist tweets w/ both LSTMs and Transformer-based... |
|
Experimental |
| 66 |
arka57/Text-Classification-with-BERT
Multi class classification of tweets using BERT |
|
Experimental |
| 67 |
joery0x3b800001/Sentiment-Analysis-Flask
This project is a web application that performs sentiment analysis on... |
|
Experimental |
| 68 |
skfrost19/Code-Mix-Data-Sentiment-Analysis
This project is about sentiment analysis on Code-Mix data using LLM. |
|
Experimental |
| 69 |
AniolMG/TFG-Analisi-Contextual
Multilabel BERT classifier (22 categories) for my computer engineering final... |
|
Experimental |
| 70 |
infiniterik/detoxify
Detoxifying Online Discourse: A Guided Response Generation Approach for... |
|
Experimental |
| 71 |
jhd3197/ai-sentiment-analysis
A lightweight sentiment analysis demo powered by Large Language Models... |
|
Experimental |
| 72 |
Rupayan2005/Log-Classification
A Log Classification System |
|
Experimental |
| 73 |
tl3049/LoraProject
Fine-tuning a DistilBERT model to perform sentiment classification on the... |
|
Experimental |
| 74 |
Louisljz/EmoPulse
Emotion Recognition and Pulse Signal Processing for Psychological Counseling |
|
Experimental |
| 75 |
FarhanaTeli/Question_Answering_on_SQuAD-2.0
Develop a question-answering system using BERT for SQuAD 2.0. |
|
Experimental |
| 76 |
pathak-ashutosh/econberta
Robust Extraction of Named Entities in Economics |
|
Experimental |