ilivans / tf-rnn-attentionLinks
Tensorflow implementation of attention mechanism for text classification tasks.
☆748Updated 5 years ago
Alternatives and similar repositories for tf-rnn-attention
Users that are interested in tf-rnn-attention are comparing it to the libraries listed below
Sorting:
- Text classifier for Hierarchical Attention Networks for Document Classification☆1,077Updated 3 years ago
- Sequence to sequence learning using TensorFlow.☆389Updated 7 years ago
- Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tens…☆599Updated 7 years ago
- Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will proba…☆465Updated last year
- Implementation of papers for text classification task on DBpedia☆738Updated 4 years ago
- Attention-based sequence to sequence learning☆391Updated 6 years ago
- A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)☆305Updated 7 years ago
- TensorFlow implementation of 'Attention Is All You Need (2017. 6)'☆348Updated 7 years ago
- Dynamic seq2seq in TensorFlow, step by step☆995Updated 7 years ago
- Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow☆277Updated 6 years ago
- Keras implementation of BERT with pre-trained weights☆814Updated 5 years ago
- Hierarchical Attention Networks for Document Classification in PyTorch☆604Updated 5 years ago
- Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv…☆282Updated 7 years ago
- Empower Sequence Labeling with Task-Aware Language Model☆847Updated 2 years ago
- A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling☆487Updated 6 years ago
- Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN☆966Updated 6 years ago
- A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need☆712Updated 3 years ago
- tensorflow rewrite of Yoon Kim's lstm-char-cnn☆215Updated 7 years ago
- some attention implements☆1,445Updated 5 years ago
- Visualizing RNNs using the attention mechanism☆750Updated 5 years ago
- Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq☆278Updated 7 years ago
- ☆306Updated 8 years ago
- Some language modeling tools for Keras☆658Updated 7 years ago
- A Tensorflow implementation of QANet for machine reading comprehension☆981Updated 7 years ago
- Named Entity Recognition using multilayered bidirectional LSTM☆538Updated 6 years ago
- Tensorflow Implementation of R-Net☆578Updated 6 years ago
- 1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)☆1,058Updated 6 years ago
- Convolutional Neural Networks for Sentence Classification in Keras☆595Updated 6 years ago
- An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., ICLR 2017).☆430Updated 7 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging☆830Updated 4 years ago