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1. huggingface/transformers huggingface/transformers Public

   🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

   Python 146k 29.5k

2. POS-Tagging-BiLSTM-CRF POS-Tagging-BiLSTM-CRF Public

   A Tensorflow 2, Keras implementation of POS tagging using Bidirectional LSTM-CRF on Penn Treebank corpus (WSJ)

   Python 31 1

3. Sentiment-classification-of-Amazon-fine-food-reviews Sentiment-classification-of-Amazon-fine-food-reviews Public

   A deep learning model (Bidirectional LSTM) using pretrained word embeddings to do sentiment analysis on Amazon fine food reviews dataset.

   Python 19 4

4. Hidden-Markov-Models-for-POS-Tagging Hidden-Markov-Models-for-POS-Tagging Public

   An implementation of HMM (Hidden Markov Model) for POS Tagging

   Jupyter Notebook 15 3

5. transformer-summarization transformer-summarization Public

   An abstractive text summarization model based on Transformer Decoder (GPT-2) using Google/Trax.

   Jupyter Notebook 17 1

6. BERT-social-media-text BERT-social-media-text Public

   BERT using PyTorch for sequence labeling task on social media text corpus (TweetNLP)

   Jupyter Notebook 8