mmehdig / seq2seq-attention-model
An implementation for attention model in Keras for sequence to sequence model.
☆20Updated 7 years ago
Alternatives and similar repositories for seq2seq-attention-model:
Users that are interested in seq2seq-attention-model are comparing it to the libraries listed below
- Tensorflow implementation of "A Structured Self-Attentive Sentence Embedding"☆193Updated 3 years ago
- Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification☆47Updated 7 years ago
- PyTorch implementation of "Effective Approaches to Attention-based Neural Machine Translation" using scheduled sampling to improve the pa…Updated 6 years ago
- Implementation of Attention-over-Attention Neural Networks for Reading Comprehension (https://arxiv.org/abs/1607.04423) in TensorFlow☆177Updated 8 years ago
- R-NET implementation in TensorFlow.☆77Updated 7 years ago
- Intent parsing and slot filling in PyTorch with seq2seq + attention☆159Updated 7 years ago
- Hybrid Code Networks https://arxiv.org/abs/1702.03274☆80Updated 8 years ago
- Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)☆91Updated 6 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆81Updated 2 years ago
- TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.☆135Updated 7 years ago
- It is a tensorflow script for multi-task learning implementation of Kim's paper : Convolutional Neural Networks for Sentence Classificati…☆105Updated 8 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
- Spoken Language Understanding(SLU)/Slot Filling in Keras☆99Updated 6 years ago
- ICASSP2017: End-to-end joint learning of natural language understanding and dialogue manager☆74Updated 7 years ago
- Compare six baseline deep learning models on TrecQA☆59Updated 6 years ago
- A sequence to sequence model for abstractive text summarization☆78Updated 7 years ago
- A simple implementation of attention based encoder-decoder for nmt.☆46Updated 7 years ago
- Tensorflow implementation of Generating Sentences from a Continuous Space☆30Updated 7 years ago
- keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS☆123Updated 6 years ago
- The experiment result of LSTM language models on PTB (Penn Treebank) and GBW (Google Billion Word) using AdaptiveSoftmax on TensorFlow.☆100Updated 6 years ago
- Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in Tensorflow☆143Updated 7 years ago
- Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.☆124Updated 5 years ago
- CapsNet for NLP☆67Updated 6 years ago
- My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/…☆182Updated 6 years ago
- Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow☆277Updated 6 years ago
- Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.☆120Updated 6 years ago
- Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.or…☆197Updated 3 years ago
- Multilingual hierarchical attention networks toolkit☆77Updated 5 years ago
- TensorFlow Models for the Stanford Question Answering Dataset☆72Updated 6 years ago
- An Attention Layer in Keras☆43Updated 6 years ago