Gender Prediction Classification NLP Tools

Tools for predicting or classifying gender from names, text, or personal information using NLP and machine learning. Does NOT include general author profiling, broader demographic prediction, or gender bias analysis/measurement.

There are 26 gender prediction classification tools tracked. 1 score above 50 (established tier). The highest-rated is davidemiceli/gender-detection at 54/100 with 66 stars and 20,696 monthly downloads.

Get all 26 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=gender-prediction-classification&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	davidemiceli/gender-detection Determine a person's gender based on his/her first name.	54	Established	66	JavaScript
2	bnriiitb/infer-gender Infer gender from the Indian first name or full name	36	Emerging	3	Python
3	sumeetkr/AwesomeStanceLearning The page lists recent research developments in the area of Stance Learning.	35	Emerging	53	—
4	phanben110/KAD-FoodHazard This is the repository of the MyMy team, ranked Top 2 in Subtask 1 and Top 2...	29	Experimental	5	Python
5	RochanaChaturvedi/it-is-all-in-the-name We predict religion from personal names only.	29	Experimental	9	Jupyter Notebook
6	Zhennor/Semeval-Task9-The-Food-Hazard-Detection-Challenge-2025 This is the official repository of Team Anastasia, which achieved 1st place...	27	Experimental	6	Python
7	NCBI-Hackathons/Hidden-Figures A pipeline for inferring gender for acknowledged individuals in scientific...	27	Experimental	7	Jupyter Notebook
8	anantdgoel/DontFowl.me You shouldn't even need to think about sexism at your workplace. Built at...	25	Experimental	4	JavaScript
9	adhilcodes/Annvi-classifier Malayalam Gender Classifier - Using Machine Learning to Predict Gender of...	24	Experimental	2	Jupyter Notebook
10	checkstep/senti-stance Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-Training	23	Experimental	20	Python
11	marcopoli/Identification-of-Twitter-bots-using-CNN Python project to create a classifier to guess if a Twitter account is a...	23	Experimental	18	Python
12	Elzawawy/DeftEval Official Contribution for DeftEval 2020, Task 6 Subtask 1 from SemEval 2020...	21	Experimental	10	Jupyter Notebook
13	partoftheorigin/predict-blog-author-features Predicts gender, age, label, and zodiac sign of the writer from the given text.	19	Experimental	8	Python
14	Marwolaeth/cola-stance-detector-ellmer An LLM-based framework for automated stance detection in social media texts....	19	Experimental	—	R
15	AmmarRashed/UnsupervisedStanceDetection An unsupervised method for target-specific stance detection using...	19	Experimental	24	Jupyter Notebook
16	matheuscamposmt/food-hazard-bert A Natural Language Processing (NLP) project for SemEval 2025 Task 9, using...	15	Experimental	1	Jupyter Notebook
17	polywock/text2gender Predict the author's gender from their text.	15	Experimental	21	Python
18	Xiefeng69/stance-detection-for-covid19-related-health-policies [DASFAA2023] Adversarial Learning-based Stance Classifier for...	14	Experimental	7	Python
19	NLP-Team-Unibo/stance-prediction Implicit Stance Prediction on Political Debates using Speech Features	13	Experimental	6	Jupyter Notebook
20	vortezwohl/Name2Gender From names in multiple languages to genders.	13	Experimental	2	Python
21	octohedron/gander Go name gender estimator	13	Experimental	6	Go
22	HeliaHashemipour/NameGender-Detection Char-level Name Gender Detection using Pytorch	12	Experimental	3	Jupyter Notebook
23	joh-ga/german-tweetstance-russiaukrainewar German Twitter Stance Detection With BERT on the Russo-Ukrainian Conflict	11	Experimental	2	Python
24	swastik-sourav-sahoo/Gender-Prediction-Of-Twitter-Users Gender Prediction of Twitter Users using Machine Learning, NLP and Python	10	Experimental	1	Jupyter Notebook
25	benax-rw/RwandaNameGenderModel A lightweight machine learning model for gender prediction based on Rwandan...	10	Experimental	4	Python
26	utkarshranaa/GenGuess An AI-powered name gender prediction using NLP and machine learning models,...	10	Experimental	1	Jupyter Notebook