Pytorch Implementation of GoEmotions 😍😢😱
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Jun 12, 2023 - Python
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goemotions
Here are 14 public repositories matching this topic...
Korean version of GoEmotions Dataset 😍😢😱
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Jun 12, 2023 - Python
Text Emotion classification using BERT-LSTM model on GoEmotions dataset
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Jun 17, 2022 - Python
Emotional Earth Mover's Distance for fine-grained hierarchical emotion analysis (ADMA 2025): code and baselines
nlp pytorch multi-label-classification emotion-analysis bert optimal-transport earth-movers-distance goemotions
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Sep 25, 2026 - Python
A research project comparing Classical ML models, Hybrid LLM-embedding methods, and fine-tuned Transformers for emotion classification. The study evaluates performance on two datasets, song lyrics and GoEmotions, to analyze how model choice and dataset quality impact accuracy and generalization.
deep-learning sentiment-analysis research-project emotion-classification ml-training goemotions hybridmodel llm-finetuning
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Mar 4, 2026 - Python
Full-stack application that analyzes emotional sentiment in text via GoEmotions dataset, to help users better understand what emotions messages, texts and emails convey.
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Oct 11, 2026 - Python
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
Five-class emotion classification on GoEmotions using TF-IDF baselines and BERT.
machine-learning natural-language-processing deep-learning scikit-learn transformers pytorch bert emotion-classification huggingface goemotions
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Aug 1, 2026 - Python
Reproduction code and five-seed results for a factor-isolation study of the CLFER-LT contrastive stack (CB-Focal + Jaccard LT-MulSupCon + memory queue + LPC) on the official GoEmotions multi-label long-tailed split.
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Sep 15, 2026 - Python
Research on uncertainty quantification for social media analysis: emotion tagging, sentiment classification, and crisis triage under explicit error budgets.
python sentiment-analysis reproducible-research uncertainty-quantification social-media-analysis risk-control crisis-informatics goemotions selective-prediction tweeteval humaid
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Sep 10, 2026 - Python
A study project to practice TensorFlow - building a sentiment analysis model. Employed GloVe embeddings in conjunction with the GoEmotions dataset.
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Nov 15, 2023 - Python
Comparison of TF-IDF + Linear SVM and DistilRoBERTa for multi-label emotion detection using the GoEmotions dataset.
python nlp transformers pytorch nlp-machine-learning nlp-keywords-extraction emotion-detection nlp-datasets huggingface distilroberta goemotions
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Jul 27, 2026 - Python
Multi-label emotion classification on GoEmotions: a 3.8 MB linear model at 96% of BERT, served from FastAPI and in-browser JS
javascript nlp scikit-learn multi-label-classification tfidf emotion-detection fastapi goemotions in-browser-ml
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Aug 6, 2026 - Python
RoBERTa-large GoEmotions emotion classifier with focal loss, tuned thresholds, and test macro-F1 0.5330.
transformers kaggle multi-label-classification emotion-classification focal-loss huggingface goemotions roberta-large threshold-optimization
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Jun 1, 2026 - Python
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