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46 search results found

Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

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].

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

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.

Opensource Korean chatbot framework

Multi Label Text Classification ⭐ 369

About Muti-Label Text Classification Based on Neural Network.

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

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.

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

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"

Text Pairs Relation Classification ⭐ 182

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

Sentence Classification ⭐ 180

Sentence Classifications with Neural Networks

Pubmed Rct ⭐ 166

PubMed 200k RCT dataset: a large dataset for sequential sentence classification.

Deeptoxic ⭐ 166

top 1% solution to toxic comment classification challenge on Kaggle.

Textrank ⭐ 141

😉 🌀 🍓 TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine).

Cnn Sentence Classification Pytorch ⭐ 115

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

Detecting Scientific Claim ⭐ 111

Extracting scientific claims from biomedical abstracts (powered by AllenNLP), demo:

Cnn_intent_classification ⭐ 90

CNN for intent classification task in a Chatbot

Cnn Sentence Classification ⭐ 76

A tensorflow implementation of Convolutional Neural Networks for Sentence Classification

Lstm_sentence_classifier ⭐ 61

LSTM-based Models for Sentence Classification in PyTorch

Lstm Context Embeddings ⭐ 56

Augmenting word embeddings with their surrounding context using bidirectional RNN

Text Classification Keras ⭐ 50

📚 Text Classification Library with Keras

Chinese Sentence Miner ⭐ 50

Find Chinese sentences based on your known vocabulary and other rules

Dense_bilstm ⭐ 48

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

Convnets For Sentence Classification ⭐ 46

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

Iclassifier ⭐ 40

reference pytorch code for intent classification

Pubmed Pico Detection ⭐ 22

PubMed PICO Element Detection Dataset

KAREN: Unifying Hatespeech Detection and Benchmarking

Hsln Joint Sentence Classification ⭐ 18

Joint sentence classification-Tensorflow

COVID-19 Question Dataset from the paper "What Are People Asking About COVID-19? A Question Classification Dataset"

Text Classification Pytorch ⭐ 14

Text Classification in PyTorch

Convolution Neural Network for classification of semantic relations in a sentence

Customer Feedback Analysis ⭐ 13

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

Cnn Text Classification Pytorch ⭐ 13

CNNs for Text Classification in PyTorch

Pytorch Textcnn ⭐ 11

Pytorch implementation of the paper Convolutional Neural Networks for Sentence Classification

Csabstracts ⭐ 10

Dataset of scientific abstracts for the purpose of sentence classification

Sentence Representation For Classification Pytorch ⭐ 9

A collection of deep learning models for sentence representation on classification that implemented in PyTorch

Multi Head Attention Labeller ⭐ 7

Joint text classification on multiple levels with multiple labels, using a multi-head attention mechanism to wire two prediction tasks together.

Bert Classifier ⭐ 7

A general text classifier based on BERT. Multi-process data processing, multi-gpu parallel training, rich monitoring indicators.

Semantic Analyzer ⭐ 6

Spark based sentence similarity check solution based on Word Mover's Distance

Hodmd Experiments ⭐ 6

EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition

Sentence Classifier Based On Word Similarity ⭐ 5

👀 A very simple sentence classifier based on word similarity with NLTK and rake_nltk package

Textcnn Keras ⭐ 5

Text CNN for text classification

Sentence Selection For Qa ⭐ 5

Deep Learning architectures for the fascinating task of sentence selection for QA systems.

Extract_covid_entity ⭐ 5

Codebase accompanying the paper "Leveraging Event Specific and Chunk Span features to Extract COVID Events from tweets" - WNUT @ EMNLP 2020

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