Arenets
Tensorflow-based framework which lists attentive implementation of the conventional neural network models (CNN, RNN-based), applicable for Relation Extraction classification tasks as well as API for custom model implementation
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Awesome Relation Extraction | 831 | 2 years ago | 2 | |||||||
| 📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP). | ||||||||||
| Chinesenre | 523 | 2 years ago | 21 | Python | ||||||
| 中文实体关系抽取，pytorch，bilstm+attention | ||||||||||
| Shukongdashi | 168 | 8 months ago | 2 | HTML | ||||||
| 使用知识图谱，自然语言处理，卷积神经网络等技术，基于python语言，设计了一个数控领域故障诊断专家系统 | ||||||||||
| Hatt Proto | 108 | 5 years ago | 1 | mit | Python | |||||
| Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification | ||||||||||
| Ask2transformers | 107 | a year ago | 6 | May 03, 2022 | 2 | apache-2.0 | Python | |||
| A Framework for Textual Entailment based Zero Shot text classification | ||||||||||
| Knodle | 102 | 4 months ago | 47 | apache-2.0 | Python | |||||
| A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods. | ||||||||||
| Macadam | 37 | 4 years ago | 2 | July 15, 2020 | mit | Python | ||||
| Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。 | ||||||||||
| Att Blstm Relation Extraction | 26 | 3 years ago | mit | Python | ||||||
| Implementation of Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification. | ||||||||||
| Semeval2018task7 | 18 | 6 years ago | 1 | Perl | ||||||
| dowload page for SemEval 2018 Task 7 'Semantic Relation Extraction and Classification in Scientific Papers' | ||||||||||
| Relation Classification | 16 | 5 years ago | mit | Jupyter Notebook | ||||||
| Relation Classification - SEMEVAL 2010 task 8 dataset | ||||||||||
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Python
Machine Learning
Tensorflow
Natural Language Processing
Neural Network
Convolutional Neural Networks
Classification
Lstm
Attention
Recurrent Neural Networks
Relation Extraction
Cnn Model