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49 search results found

Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

Chinese Text Classification Pytorch ⭐ 1,609

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_At

Textclassifier ⭐ 1,003

Text classifier for Hierarchical Attention Networks for Document Classification

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Textclassification Keras ⭐ 649

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

Classifier Multi Label ⭐ 548

多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Keras Text ⭐ 417

Text Classification Library in Keras

Nlp Projects ⭐ 345

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

Marktool ⭐ 321

DoTAT 是一款基于web、面向领域的通用文本标注工具，支持大规模实体标注、关系标注、事件标注、文本分类、基于

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

all kinds of baseline models for long text classificaiton( text categorization)

Difformer ⭐ 204

The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"

Document Classifier Lstm ⭐ 167

A bidirectional LSTM with attention for multiclass/multilabel text classification.

A Pytorch Tutorial To Text Classification ⭐ 154

Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification

Densely Connected Cnn With Multiscale Feature Attention ⭐ 109

Densely Connected CNN with Multi-scale Feature Attention for Text Classification

Text Classification Demos ⭐ 106

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

Text_rnn_attention ⭐ 102

嵌入Word2vec词向量的RNN+ATTENTION中文文本分类

Self Attentive Emb Tf ⭐ 91

Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)

Tf Text Classification ⭐ 81

CNN and RNN with Attention for Chinese Text Classification in Tensorflow

Sarcasm Detection ⭐ 52

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

Text Classification Keras ⭐ 50

📚 Text Classification Library with Keras

Hierarchical Attention Networks ⭐ 47

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

Text Classification Pytorch ⭐ 47

Implementation of papers for text classification task on SST-1/SST-2

Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention

Automatic Personality Prediction ⭐ 33

[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

Nlp_toolkit ⭐ 32

Basic NLP Toolkits include text classification, sequence labeling etc.

Nlp Experiments In Pytorch ⭐ 31

PyTorch repository for text categorization and NER experiments in Turkish and English.

Text Classification ⭐ 31

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

Message Passing Attention Networks for Document Understanding

Rnn Text Classification Tf ⭐ 25

Tensorflow implementation of Attention-based Bidirectional RNN text classification.

Text_classification ⭐ 23

文本分类：传统机器学习模型和深度学习模型

Structured Self Attentive Sentence Embedding ⭐ 23

Re-Implementation of "A Structured Self-Attentive Sentence Embedding" by Lin et al., 2017

Fake News Detection Liar Pytorch ⭐ 19

Fake News Detection by Learning Convolution Filters through Contextualized Attention

Concise Ipython Notebooks For Deep Learning ⭐ 17

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

Gnn For Text Classification ⭐ 15

Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification

Text Classification ⭐ 14

A collection of text classification algorithms in tensorflow: cnn, rnn, attention, bert, capsule, clstm, rcnn

Official code release for CNLE: Co-attention network with label embedding for text classification. Neurocomputing 2022

SALNet: Semi-supervised Few-Shot Text Classification with Attention-based Lexicon Construction

Hcan Pytorch ⭐ 11

hierarchical convolutional attention networks for text classification

Text Attn Vis ⭐ 10

A simple attention weights visualizer for text classification.

Automated Social Annotation ⭐ 8

Joint Multi-label Attention Network (JMAN)

Understanding attention for text classification

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.

Tf_classification ⭐ 6

基于RNN CNN RNN-Attention中文文本分类

Text Classification ⭐ 6

Deep learning text classification with attention and multi-task learning of extractive summarization

A Keras-based and TensorFlow-backend NLP Models Toolkit.

Text Classification ⭐ 5

Text Classification Models - CNN, RCNN, RNN-ATTN [PyTorch]

Code for the WWW '19 paper "Event Detection using Hierarchical Multi-Aspect Attention"

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