author-profiling

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andreabac3 /Bot-Gender-Profiling-Pan2019

Star11

🤖 In this work, we present our approach for the Author Profiling task of PAN 2019. The task is divided into two sub-problems, bot, and gender detection, for two different languages: English and Spanish.

bot machine-learning twitter deep-learning tensorflow paper sklearn ml profiling gender pan scientific-paper bot-detection gender-detection clef author-profiling paper-with-code gender-profiling

UpdatedJul 6, 2023
Python

HamedBabaei /PAN2019_bots_gender_profiling

Star5

PAN 2019, Bots and Gender Profiling Task

machine-learning natural-language-processing scikit-learn nltk ensemble-learning tf-idf ngram doc2vec author-profiling

UpdatedJun 25, 2019
Python

rafaelsandroni /author-profiling-models

Star3

Models from masters dissertation: Author profiling from texts using artificial neural networks, EACH-USP 2019

nlp neural-networks nlp-machine-learning author-profiling

UpdatedNov 21, 2022
Jupyter Notebook

ssantamaria94 /PoliticES2022

Star3

Participation of the LosCalis team in the PoliticEs: Spanish Author Profiling for Political Ideology shared task

nlp text-classification dataset profiling bert author-profiling politices

UpdatedSep 18, 2022
Jupyter Notebook

labadier /EVALITA_TAG_it

Star2

Predicting age, gender and topic from italian texts

nlp deep-learning neural-network language-processing author-profiling

UpdatedJun 14, 2021
Python

ComputerScience-Projects /Authorship-Attribution-on-Enron-Dataset

Star1

nlp svm pan authorship-attribution nlp-machine-learning authorship-verification clef author-profiling

UpdatedApr 15, 2020
Python

silvia-cor /Topic-agnostic_ParlaMintES

Star1

Topic-agnostic authorship tasks for Spanish political speeches

spanish parliamentary-data authorship-identification authorship-verification authorship-analysis author-profiling

UpdatedMay 9, 2022
Python

cozek /profiling-fake-news-spreaders

Star1

This repo contains code related to our submission for the task of Profiling Fake News Spreaders in PAN at CLEF 2020

pytorch fake-news ensemble-classifier author-profiling pan2020

UpdatedOct 16, 2020
Python

HamedBabaei /author-profiling-pan2023

Star1

Symbol Team model for PAN@AP 2023 shared task on Profiling Cryptocurrency Influencers with Few-shot Learning

encoder-decoder-model few-shot-learning author-profiling contrastive-learning large-language-models flan-t5

UpdatedJan 17, 2024
Python

nmiguezg /spanish-author-profiler

Star0

Author profiling tool for analyzing large corpus of Spanish-speaking users on social media.

react python docker mongodb dashboard author-profiling

UpdatedDec 13, 2023
Python

HamedBabaei /hate-speech

Star0

PAN 2021 - Profiling Hate Speech Spreaders on Twitter

transformers hate-speech-detection author-profiling hate-speech-tweets

UpdatedJul 3, 2022
Jupyter Notebook

stewieboomhauer /hate-spreadors_detection

Star0

PAN @ CLEF 2021 shared Task: Detection of hate speach spreaders in tweets with the help of ML-Methods and transformer models.

machine-learning deep-learning neural-network machine-learning-algorithms classification bert-model author-profiling

UpdatedApr 5, 2021
Jupyter Notebook

vlada-pv /Prediction-Sociolinguistic-Data-Based-on-the-Diaries-Texts-of-the-Prozhito-Project

Star0

The repository contains notebooks created for collecting and preprocessing the corpus of diary entries and for experiments on creating models for predicting gender, age groups of authors and the time period of text creation.

deep-learning word-embeddings recurrent-neural-networks naive-bayes-classifier neural-networks bag-of-words logistic-regression convolutional-neural-networks diary-entries sociolinguistics text-vectorization bilstm tf-idf-vectorizer text-preprocessing convol author-profiling