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
- A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)☆154Updated 4 years ago
- Re-implementation of ELMo on Keras☆134Updated last year
- TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"☆87Updated 5 years ago
- PyTorch BiLSTMCRF w Elmo☆55Updated 2 years ago
- An Attention Layer in Keras☆43Updated 5 years ago
- Position embedding layers in Keras☆58Updated 3 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
- LSTM-CRF for NER with ConLL-2002 dataset☆46Updated 6 years ago
- Using pre trained word embeddings (Fasttext, Word2Vec)☆157Updated 6 years ago
- ☆118Updated 5 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
- Implementation of the Transformer architecture described by Vaswani et al. in "Attention Is All You Need"☆28Updated 5 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.☆386Updated 2 years ago
- Experiments of ELMo that deep contextualized word representation in Keras with Tensorflow Hub.☆13Updated 6 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
- Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow☆33Updated 4 years ago
- Keras Implementation of Aspect based Sentiment Analysis☆151Updated 4 years ago
- Implement of paper Self-Taught Convolutional Neural Networks for Short Text Clustering using Keras.☆46Updated 7 years ago
- Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"☆148Updated 6 years ago
- Source code for paper Neural Architectures for Nested NER through Linearization☆91Updated 5 years ago
- Keras Conv+BiLSTM for Named Entity Recognition☆24Updated 7 years ago
- CapsNet for NLP☆67Updated 6 years ago
- Heterogeneous Representations for Neural Relation Extraction https://arxiv.org/abs/1903.10126☆69Updated 4 years ago
- aspect-based sentiment classification☆65Updated 6 years ago
- Classifying Relations by Ranking with Convolutional Neural Networks☆57Updated 6 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆155Updated 5 years ago
- reference tensorflow code for named entity tagging☆104Updated 3 years ago