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Top 8 sentence-classification open source projects

Text classification

all kinds of text classification models and more with deep learning

✭ 7,179

python Jupyter Notebook tensorflow nlp convolutional-neural-networks classification text-classification attention-mechanism fasttext sentence-classification multi-label memory-networks multi-class textcnn textrnn

Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification

✭ 48

python shell deep-neural-networks tensorflow lstm rnn sentence-classification highway-network

PubMed-PICO-Detection

PubMed PICO Element Detection Dataset

✭ 37

nlp machine-learning deep-learning corpus sentence-classification

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

✭ 166

python nlp sentiment-analysis text-classification tensorflow sentence-classification natural-language-inference bert zero-shot entity-linking entity-typing correference-resolution prompt-learning

KAREN: Unifying Hatespeech Detection and Benchmarking

✭ 18

python nlp benchmark natural-language-processing framework twitter deep-learning detection speech pytorch abuse hate sentence-classification offensive tfidf bert hatespeech offensive-language huggingface

CNN-Sentence-Classification

A tensorflow implementation of Convolutional Neural Networks for Sentence Classification

✭ 77

python tensorflow convolutional-neural-networks sentence-classification

Customer-Feedback-Analysis

Multi Class Text (Feedback) Classification using CNN, GRU Network and pre trained Word2Vec embedding, word embeddings on TensorFlow.

✭ 18

python text-classification tensorflow cnn rnn sentence-classification complaints customer-feedback customer-feedback-analysis

ConvNets-for-Sentence-Classification

"Convolutional Neural Networks for Sentence Classification" (Kim 2014) - https://www.aclweb.org/anthology/D14-1181

✭ 51

Jupyter Notebook python keras convolutional-neural-networks sentence-classification

1-8 of 8 sentence-classification projects