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bert-transformer

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SayamAlt / Emotion-Detection-using-fine-tuned-BERT-Transformer

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Successfully developed a fine-tuned BERT transformer model which can effectively perform emotion classification on any given piece of texts to identify a suitable human emotion based on semantic meaning of the text.

natural-language-processing feature-engineering natural-language-understanding emotion-classification text-preprocessing fine-tuning-bert bert-transformer
  • Updated Dec 13, 2022
  • Jupyter Notebook

AntonisZks / Deep-Learning-for-Natural-Language-Processing

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This repository focuses on Deep Learning in NLP and implements sentiment classification models on a Twitter Dataset, using machine learning algorithms. It is based on an assignment from the Department of Informatics and Telecommunications at the University of Athens (DIT UOA).

python machine-learning deep-neural-networks ai deep-learning neural-network word-embeddings jupyter-notebook deep-learning-algorithms logistic-regression feedforward-neural-network tf-idf bert ai2 bert-model bert-embeddings distilbert bert-fine-tuning distilbert-model bert-transformer
  • Updated Jul 13, 2025
  • Jupyter Notebook

SayamAlt / English-to-Spanish-Language-Translation-using-Seq2Seq-and-Attention

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Successfully established a Seq2Seq with attention model which can perform English to Spanish language translation up to an accuracy of almost 97%.

natural-language-processing language-translation exploratory-data-analysis text-generation neural-machine-translation attention-model attention-is-all-you-need text-preprocessing luong-attention text-tokenization seq2seq-modeling fine-tuning-bert bert-transformer hugging-face-transformers model-inference model-architecture-and-implementation model-training-and-evaluation
  • Updated May 6, 2024
  • Jupyter Notebook

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