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The Top 19 Text Classification Attention Mechanism Open Source Projects

Open source projects categorized as Text Classification Attention Mechanism
Categories > Machine Learning > Attention Mechanism
Categories > Machine Learning > Text Classification
Text_classification ⭐ 7,628
all kinds of text classification models and more with deep learning
most recent commit 7 months ago
Textclassifier ⭐ 1,003
Text classifier for Hierarchical Attention Networks for Document Classification
most recent commit 3 years ago
Chatbot_cn ⭐ 850
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等
most recent commit 3 years ago
Tf Rnn Attention ⭐ 703
Tensorflow implementation of attention mechanism for text classification tasks.
most recent commit 4 years ago
Hierarchical Multi Label Text Classification ⭐ 239
The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》
most recent commit a year ago
Pycontinual ⭐ 185
PyContinual (An Easy and Extendible Framework for Continual Learning)
most recent commit a year ago
Document Classifier Lstm ⭐ 167
A bidirectional LSTM with attention for multiclass/multilabel text classification.
most recent commit 5 months ago
Chinese Text Classification Pytorch ⭐ 156
中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，Text DPCNN, Transformer，Bert，ERNIE），开箱即用！
most recent commit 9 months ago
A Pytorch Tutorial To Text Classification ⭐ 154
Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification
most recent commit 4 years ago
Self Attentive Emb Tf ⭐ 91
Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)
most recent commit 6 years ago
Sarcasm Detection ⭐ 52
Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.
most recent commit 6 years ago
Hierarchical Attention Networks ⭐ 47
TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"
most recent commit 5 years ago
Automatic Personality Prediction ⭐ 33
[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings
most recent commit 3 years ago
Mpad ⭐ 28
Message Passing Attention Networks for Document Understanding
most recent commit 3 years ago
Rnn Text Classification Tf ⭐ 25
Tensorflow implementation of Attention-based Bidirectional RNN text classification.
most recent commit 6 years ago
Automated Social Annotation ⭐ 8
Joint Multi-label Attention Network (JMAN)
most recent commit 4 years ago
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.
most recent commit 4 years ago
Magnet Multi Label Text Classi Cation Using Attention Based Graph Neural Network ⭐ 6
This GitHub repository provides an implementation of the paper "MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network" . MAGNET is a state-of-the-art approach for multi-label text classification, leveraging the power of graph neural networks (GNNs) and attention mechanisms.
most recent commit 6 months ago
Fbma ⭐ 5
Code for the WWW '19 paper "Event Detection using Hierarchical Multi-Aspect Attention"
most recent commit 4 years ago
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