FlorisHoogenboom / keras-han-for-docla
An implementation of Hierchical Attention Networks for Document Classification in Keras.
☆46Updated 4 years ago
Alternatives and similar repositories for keras-han-for-docla:
Users that are interested in keras-han-for-docla are comparing it to the libraries listed below
- The implementation of text classification using character level convoultion neural networks using Keras☆152Updated 2 years ago
- Keras implementation of Character-level CNN for Text Classification☆59Updated 6 years ago
- ☆213Updated 6 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆81Updated 2 years ago
- A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep lea…☆214Updated 8 years ago
- Text Classification by Convolutional Neural Network in Keras☆218Updated 7 years ago
- Multilingual hierarchical attention networks toolkit☆77Updated 5 years ago
- Code for paper "End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights"☆65Updated 6 years ago
- Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf☆57Updated 7 years ago
- Concatenate word and character embeddings in Keras☆44Updated 3 years ago
- Bidirectional LSTM + CRF (Conditional Random Fields) in Tensorflow☆56Updated 7 years ago
- A sequence to sequence model for abstractive text summarization☆78Updated 7 years ago
- CRF to detect named entities (primarily names of people)☆119Updated 7 years ago
- Keras implementation of CoVe☆50Updated 6 years ago
- For those who want to model the inter-sentence relations, pls use the more powerful code of "Attentive Convolution" in another repository☆90Updated 7 years ago
- Concatenated Power Mean Embeddings as Universal Cross-Lingual Sentence Representations☆185Updated 4 years ago
- Implementation of ULMFit algorithm for text classification via transfer learning☆94Updated 6 years ago
- The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classifi…☆194Updated 7 years ago
- How to use ELMo embeddings in Keras with Tensorflow Hub☆259Updated 6 years ago
- Comparing Text Classification results using BERT embedding and ULMFIT embedding☆65Updated 6 years ago
- Train and visualize Hierarchical Attention Networks☆203Updated 6 years ago
- Hierarchical Models for Sentiment Analysis in Pytorch☆107Updated 5 years ago
- ICLR 2018 Quick-Thought vectors☆204Updated 5 years ago
- Bidirectional Long-Short Term Memory tagger (bi-LSTM) (in DyNet) -- hierarchical (with word and character embeddings)☆122Updated last year
- ☆118Updated 5 years ago
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018☆56Updated 6 years ago
- Multiple Different Natural Language Processing Tasks in a Single Deep Model☆48Updated 6 years ago
- TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.☆135Updated 7 years ago
- Python Framework for Extractive Text Summarization☆113Updated 3 years ago
- Bayesian Deep Active Learning for Natural Language Processing Tasks☆147Updated 6 years ago