Pytorch Implementation of GoEmotions 😍😢😱
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Jun 12, 2023 - Python
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goemotions
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Korean version of GoEmotions Dataset 😍😢😱
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Jun 12, 2023 - Python
How to build a multi-label sentiment classifiers with Tez and PyTorch
nlp pytorch multi-label-classification tez nlproc bert-model huggingface huggingface-transformers goemotions squeezebert
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Feb 28, 2021 - Jupyter Notebook
Detection of fine-grained emotions in texts
machine-learning natural-language-processing deep-learning sentiment-analysis bert emotion-detection goemotions
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Apr 6, 2021 - Jupyter Notebook
Text Emotion classification using BERT-LSTM model on GoEmotions dataset
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Jun 17, 2022 - Python
Detect sexual predators in chats
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Nov 3, 2022 - Jupyter Notebook
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Jan 13, 2022 - Jupyter Notebook
Fine-tuning BERT-small on GoEmotions dataset.
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Jan 1, 2024 - Jupyter Notebook
Modelo basado en Stable Diffusion XL ajustado mediante LoRA para aprender el estilo visual de los memes irónicos y sarcásticos, utilizando el dataset Hateful Memes Dataset (Facebook AI). Genera imágenes limpias y expresivas sin texto incrustado, sobre las cuales se superpone luego el caption estilo meme.
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Oct 24, 2025 - Jupyter Notebook
Russian translation of the GoEmotions dataset
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Aug 25, 2023 - Jupyter Notebook
Multi-module project to perform sentiment analysis on Irish Immigration using ML and NLP techniques.
python nlp docker flask machine-learning kafka reactjs material-ui cnn lstm d3js github-actions goemotions
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Oct 6, 2023 - Jupyter Notebook
Multi-label text classification in Reddit comments using statistical and learned features.
svm transformers logistic-regression tf-idf perceptron multi-label-classification f1-score roberta binary-relevance distilbert goemotions text-feature-extraction
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Feb 7, 2025 - Jupyter Notebook
Story-Vibe: Instantly analyse and understand the emotional tone of any story.
sentiment-analysis transformers bert sentiment-classification bert-fine-tuning transformers-library goemotions
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May 10, 2025 - Jupyter Notebook
🧬AI Sentiment Analysis project using NLP and Machine Learning with TF-IDF, multiple model comparisons, hyperparameter tuning, and advanced emotion detection using RoBERTa, Huggingface
python machine-learning sentiment-analysis random-forest numpy matplotlib nlp-machine-learning pandas-python nltk-python roberta huggingface-transformers goemotions
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Dec 4, 2025 - Jupyter Notebook
Sentiment Analysis on "HelloTalk" App Review Data with NRC Emotion Lexicon and GoEmotions Dataset
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Sep 30, 2024 - Jupyter Notebook
Emotion architecture from Reddit comments: rater behavior, semantic clusters, and contradiction mapping in GoEmotions.
python nlp machine-learning reddit word2vec eda psychology tf-idf labeling unsupervised-learning data-cleaning emotion-analysis emotion-recognition trustworthiness label-noise bias-detection goemotions annotation-quality rater-reliability rater-agreement
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Aug 4, 2025 - Jupyter Notebook
Library for analyzing information from a list of journal entries. Utility functions and some wrapper functions for analyzing structure and emotions behind the text written
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Oct 6, 2021 - Jupyter Notebook
A full end-to-end NLP framework for analysing mental-health expressions on Reddit using sentiment modelling, fine-tuned classification (28 GoEmotions & 7 Ekman), circumplex affect modelling, and emotion network analysis.
python nlp sentiment-analysis network-analysis emotion-classification bert-model huggingface transformer-models ekman goemotions reddit-mentalhealth
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Nov 27, 2025 - Jupyter Notebook
Projeto de dados para análise de sentimentos comparando os modelos BERTimbau e LSTM para Processamento de Linguágem Natural (PLN).
nlp tensorflow machine-learning-algorithms keras jupyter-notebook transformers web-scraping lstm aprendizado-de-maquina dados pln algoritmo goemotions sentimentos berttokenizer bertimbau
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Feb 20, 2025 - Jupyter Notebook
A group project for the Essentials of Text and Speech Processing module at UZH.
deep-learning sentiment-analysis sentiment-classification emotion-detection emotion-recognition goemotions
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Nov 14, 2024 - Python
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