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The Top 23 Sentence Classification Open Source Projects

Open source projects categorized as Sentence Classification
Categories > Sentence Classification
Text_classification ⭐ 7,628
all kinds of text classification models and more with deep learning
most recent commit 7 months ago
Detoxify ⭐ 774
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at [email protected].
dependent packages 10total releases 11most recent commit 4 months agopypi detoxify} Downloads
Cluepretrainedmodels ⭐ 536
高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型
most recent commit 4 years ago
Multi Class Text Classification Cnn ⭐ 388
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
most recent commit 6 years ago
Kochat ⭐ 383
Opensource Korean chatbot framework
total releases 27most recent commit a year ago
Multi Label Text Classification ⭐ 369
About Muti-Label Text Classification Based on Neural Network.
most recent commit 3 years ago
Pyss3 ⭐ 307
A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)
total releases 29most recent commit 8 months ago
Multi Task Nlp ⭐ 269
multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
most recent commit 2 years ago
Ernie ⭐ 195
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
dependent packages 1total releases 37most recent commit 8 months agopypi ernie} Downloads
Nsp Bert ⭐ 194
The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"
most recent commit 2 years ago
Text Pairs Relation Classification ⭐ 182
About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.
most recent commit 3 years ago
Sentence Classification ⭐ 180
Sentence Classifications with Neural Networks
most recent commit 3 years ago
Pubmed Rct ⭐ 166
PubMed 200k RCT dataset: a large dataset for sequential sentence classification.
most recent commit 6 months ago
Deeptoxic ⭐ 166
top 1% solution to toxic comment classification challenge on Kaggle.
total releases 1most recent commit 5 years ago
Textrank ⭐ 141
😉 🌀 🍓 TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine).
dependent packages 4total releases 4most recent commit 3 years ago
Cnn Sentence Classification Pytorch ⭐ 115
Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.
most recent commit 6 years ago
Detecting Scientific Claim ⭐ 111
Extracting scientific claims from biomedical abstracts (powered by AllenNLP), demo:
most recent commit 3 years ago
Cnn_intent_classification ⭐ 90
CNN for intent classification task in a Chatbot
most recent commit 5 years ago
Cnn Sentence Classification ⭐ 76
A tensorflow implementation of Convolutional Neural Networks for Sentence Classification
most recent commit 7 years ago
Lstm_sentence_classifier ⭐ 61
LSTM-based Models for Sentence Classification in PyTorch
most recent commit 4 years ago
Lstm Context Embeddings ⭐ 56
Augmenting word embeddings with their surrounding context using bidirectional RNN
most recent commit 4 years ago
Text Classification Keras ⭐ 50
📚 Text Classification Library with Keras
total releases 6most recent commit 4 years ago
Chinese Sentence Miner ⭐ 50
Find Chinese sentences based on your known vocabulary and other rules
most recent commit 4 months ago
The 3 Most Depended On Sentence Classification Open Source Projects
Ernie ⭐ 195
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
dependent packages 1total releases 37latest release August 04, 2023most recent commit 8 months agopypi ernie} Downloads
The 7 Latest Releases In Sentence Classification Open Source Projects
Ernie ⭐ 195
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
dependent packages 1total releases 37latest release August 04, 2023most recent commit 8 months agopypi ernie} Downloads
Kochat ⭐ 383
Opensource Korean chatbot framework
total releases 27latest release July 04, 2020most recent commit a year ago
Text Classification Keras ⭐ 50
📚 Text Classification Library with Keras
total releases 6latest release April 28, 2019most recent commit 4 years ago
Deeptoxic ⭐ 166
top 1% solution to toxic comment classification challenge on Kaggle.
total releases 1latest release December 16, 2018most recent commit 5 years ago
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