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author-profiling

Here are 15 public repositories matching this topic...

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

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

Updated Jun 12, 2024
Jupyter Notebook

HamedBabaei / author-profiling-pan2023

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

Updated Jan 17, 2024
Python

nmiguezg / spanish-author-profiler

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

react python docker mongodb dashboard author-profiling

Updated Dec 13, 2023
Python

andreabac3 / Bot-Gender-Profiling-Pan2019

🤖 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

Updated Jul 6, 2023
Python

jevisan / ourPersonalities

Terminal Project for my IT bachelor degree

nlp information-retrieval author-profiling tiwtter-scrapping

Updated Dec 8, 2022
Python

rafaelsandroni / author-profiling-models

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

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

Updated Nov 21, 2022
Jupyter Notebook

ssantamaria94 / PoliticES2022

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

Updated Sep 18, 2022
Jupyter Notebook

HamedBabaei / hate-speech

PAN 2021 - Profiling Hate Speech Spreaders on Twitter

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

Updated Jul 3, 2022
Jupyter Notebook

silvia-cor / Topic-agnostic_ParlaMintES

Topic-agnostic authorship tasks for Spanish political speeches

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

Updated May 9, 2022
Python

labadier / hatespeechspread

DIM Model for participating on Profiling Hate Seech Spreaders task at PAN21

natural-language-processing deep-learning convolutional-neural-networks author-profiling

Updated Jun 30, 2021
Python

labadier / EVALITA_TAG_it

Predicting age, gender and topic from italian texts

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

Updated Jun 14, 2021
Python

stewieboomhauer / hate-spreadors_detection

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

Updated Apr 5, 2021
Jupyter Notebook

cozek / profiling-fake-news-spreaders

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

Updated Oct 16, 2020
Python

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

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

Updated Apr 15, 2020
Python

HamedBabaei / PAN2019_bots_gender_profiling

PAN 2019, Bots and Gender Profiling Task

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

Updated Jun 25, 2019
Python

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