tsterbak / keras_attention
Contains an implementation of the attention mechanism and a keras text classifier wrapper.
☆28Updated 6 years ago
Alternatives and similar repositories for keras_attention:
Users that are interested in keras_attention are comparing it to the libraries listed below
- Concatenate word and character embeddings in Keras☆44Updated 3 years ago
- This is a drop-in Keras layer for ELMo embeddings.☆47Updated 6 years ago
- An Attention Layer in Keras☆43Updated 5 years ago
- Keras Bi-LSTM-CRF for sequence tagging☆33Updated 6 years ago
- Re-implementation of ELMo on Keras☆134Updated last year
- Position embedding layers in Keras☆58Updated 3 years ago
- This repository contains the implementation of paper "Hierarchical Attentional Hybrid Neural Networks for Document Classification"☆59Updated 3 years ago
- LSTM-CRF for NER with ConLL-2002 dataset☆46Updated 6 years ago
- TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"☆87Updated 5 years ago
- Comparing Text Classification results using BERT embedding and ULMFIT embedding☆65Updated 6 years ago
- Implementation of the Transformer architecture described by Vaswani et al. in "Attention Is All You Need"☆28Updated 5 years ago
- Hierarchical Attention Networks for Document Classification in Keras☆74Updated 6 years ago
- The implementation of the paper "A Multi-task Approach for Named Entity Recognition on Social Media Data," which won the WNUT-2017 Shared…☆68Updated 7 years ago
- Tensorflow Implementation of "Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent E…☆109Updated 5 years ago
- code of Relation Classification via Multi-Level Attention CNNs☆177Updated 2 years ago
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆82Updated last year
- A bidirectional LSTM with attention for multiclass/multilabel text classification.☆172Updated 5 months ago
- How to use ELMo embeddings in Keras with Tensorflow Hub☆260Updated 6 years ago
- Siamese-LSTM PyTorch Implementation for cikm 2018☆63Updated 6 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆81Updated 2 years ago
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018☆56Updated 6 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.☆387Updated 2 years ago
- CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging☆104Updated 5 years ago
- An implementation of Hierchical Attention Networks for Document Classification in Keras.☆46Updated 4 years ago
- Heterogeneous Representations for Neural Relation Extraction https://arxiv.org/abs/1903.10126☆69Updated 4 years ago
- [ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.☆63Updated 5 years ago
- Classifying Relations by Ranking with Convolutional Neural Networks☆57Updated 6 years ago
- Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"☆177Updated 5 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆155Updated 6 years ago
- PyTorch BiLSTMCRF w Elmo☆55Updated 2 years ago