harpribot / deep-summarization
Uses Recurrent Neural Network (LSTM/GRU/basic_RNN units) for summarization of amazon reviews
☆132Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for deep-summarization
- Neural Attention Model for Abstractive Summarization☆74Updated 9 years ago
- My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/…☆183Updated 6 years ago
- Preparing a dataset for TensorFlow text summarization (TextSum) model.☆145Updated 7 years ago
- Implementation of the multi feed-forward network architecture by Parikh et al. (2016) for Natural Language Inference.☆88Updated 6 years ago
- News summarization using sequence to sequence model with attention in TensorFlow.☆186Updated 6 years ago
- deep learning models for text classification written in TensorFlow(Python).☆62Updated 2 years ago
- Converting GloVe vectors into word2vec format for easy usage with Gensim☆112Updated 5 years ago
- TensorFlow implementation of Hierarchical Attention Networks for Document Classification and some extension☆95Updated 7 years ago
- CRF to detect named entities (primarily names of people)☆119Updated 7 years ago
- LSTM-CRF models for sequence labeling in text.☆174Updated 7 years ago
- ☆389Updated 6 years ago
- A tensorflow implementation of Convolutional Neural Networks for Sentence Classification☆77Updated 7 years ago
- Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf☆58Updated 6 years ago
- Benchmarking text classification algorithms☆64Updated 7 years ago
- A sequence to sequence model for abstractive text summarization☆77Updated 7 years ago
- Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong …☆193Updated 8 years ago
- Deep-Learning Model Exploration and Development for NLP☆243Updated last year
- Multi-Perspective Convolutional Neural Networks for modeling textual similarity (He et al., EMNLP 2015)☆107Updated 6 years ago
- Semantic Textual Similarity in Python☆80Updated 7 years ago
- Convolutional Neural Network for Text Classification in Tensorflow☆139Updated 7 years ago
- Code for the paper "Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning" http://arxiv.org/abs/160…☆231Updated 6 years ago
- Interactive in-browser attention visualizer tool for recurrent networks☆135Updated 2 years ago
- Tensorflow implementation of Very Deep Convolutional Networks for Natural Language Processing☆79Updated 6 years ago
- Keras DL models to answer 8th grade science multiple choice questions (Kaggle AllenAI competition).☆236Updated 7 years ago
- Implementation of "Convolutional Neural Networks for Sentence Classification" paper☆143Updated 7 years ago
- Tensorflow implementation of Dynamic Coattention Networks for Question Answering.☆101Updated 7 years ago
- Dynamic Memory Network implementation in TensorFlow☆180Updated 6 years ago
- Kaggle-Bag of Words Meets Bags of Popcorn☆23Updated 9 years ago