yuchenlin / lstm_sentence_classifier
LSTM-based Models for Sentence Classification in PyTorch
☆76Updated 4 years ago
Alternatives and similar repositories for lstm_sentence_classifier:
Users that are interested in lstm_sentence_classifier are comparing it to the libraries listed below
- ☆38Updated 7 years ago
- A pytorch (pytorch-1.0) CUDA version with pretrained GoogleNews word embeddings. Supports Python 2.7 and 3.6. In addition to GPU/CUDA, it…☆36Updated 4 years ago
- Hierarchical Models for Sentiment Analysis in Pytorch☆107Updated 5 years ago
- Bi-Directional Block Self-Attention☆123Updated 6 years ago
- Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014☆75Updated 6 years ago
- A short tutorial for Torchtext, the NLP-specific add-on for Pytorch.☆85Updated 7 years ago
- ☆129Updated 5 years ago
- Tensorflow implementation of "A Structured Self-Attentive Sentence Embedding"☆193Updated 3 years ago
- Beam search for neural network sequence to sequence (encoder-decoder) models.☆34Updated 5 years ago
- Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Netwo…☆113Updated 7 years ago
- Interpretable Models for NLP using PyTorch☆104Updated 7 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆81Updated 2 years ago
- Implement modern LSTM cell by tensorflow and test them by language modeling task for PTB. Highway State Gating, Hypernets, Recurrent High…☆30Updated 6 years ago
- Hierarchical Attention Network for Document Classification☆27Updated 8 years ago
- A tensorflow implementation of Convolutional Neural Networks for Sentence Classification☆76Updated 8 years ago
- Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers - paper's code for the 9th Workshop on Computat…☆53Updated 6 years ago
- A minimal nmt example to serve as an seq2seq+attention reference.☆36Updated 5 years ago
- ☆113Updated 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
- PyTorch implementation of Global Vectors for Word Representation.☆92Updated 7 years ago
- Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)☆91Updated 6 years ago
- Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.☆162Updated 7 years ago
- Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.☆120Updated 6 years ago
- Re-implementation of Mueller's et al., "Siamese Recurrent Architectures for Learning Sentence Similarity." (AAAI, 2016)☆54Updated 4 years ago
- Code for Adversarial Training Methods for Semi-Supervised Text Classification☆123Updated 6 years ago
- text convolution-deconvolution auto-encoder model in PyTorch☆55Updated 7 years ago
- A python library to compute rouge score for summarization☆57Updated 2 years ago
- Tensorflow implementation of Very Deep Convolutional Networks for Natural Language Processing☆79Updated 7 years ago
- Semi Supervised Learning for Text-Classification☆83Updated 5 years ago
- Code of Directional Self-Attention Network (DiSAN)☆312Updated 6 years ago