Zhangtd / Models-reproducing
Some models in AI academical papers implemented by myself.
☆11Updated 5 years ago
Related projects: ⓘ
- Implement en-fr translation task by implenting seq2seq, encoder-decoder in RNN layers with Attention mechanism and Beamsearch inference d…☆21Updated 6 years ago
- An implementation of the CNN model described in "A Convolutional Neural Network for Modelling Sentences". Kalchbrenner et al. 2014☆35Updated 7 years ago
- Official implementation of "Explicit Interaction Model towards Text Classification"☆70Updated 4 years ago
- ☆127Updated 6 years ago
- Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)☆83Updated 5 years ago
- ☆17Updated this week
- Implementation for paper "Deep Recurrent Generative Decoder for Abstractive Text Summarization" https://arxiv.org/pdf/1708.00625.pdf☆20Updated 5 years ago
- Source code of TMN (Topic Memory Network)☆84Updated 5 years ago
- Multi-Task Learning in NLP☆95Updated 6 years ago
- Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)☆154Updated 5 years ago
- use google pre-training model bert to fine-tuning for the chinese multiclass classification☆41Updated 5 years ago
- This released code corresponds to TACL paper "attentive convolution". Attentive Convolution aims to generate a vector for two sentences.☆105Updated 6 years ago
- [ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.☆64Updated 4 years ago
- the implementation for Disconnected Recurrent Neural Networks☆34Updated 6 years ago
- FastGCN for inductive text classification☆85Updated 5 years ago
- AAAI18 paper 《Improving Review Representations with User Attention and Product Attention for Sentiment Classification》☆52Updated 5 years ago
- Hierarchical Attention Networks for Document Classification in PyTorch☆36Updated 5 years ago
- Initializing Convolutional Filters with Semantic Features for Text Classification☆24Updated 6 years ago
- Pytorch Implementation of Dynamic Co-attention Networks(DCN+) for Question Answering on SQuAD2.0☆52Updated 6 years ago
- Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)☆92Updated 6 years ago
- Pytorch implementation of "Dynamic Coattention Networks For Question Answering"☆61Updated 5 years ago
- Code for "Graph-to-Sequence Learning using Gated Graph Neural Networks"☆123Updated 3 years ago
- A Tensorflow implementation of Adversarial Shared-Private Model for Multi-Task Learning and Transfer Learning.☆25Updated 6 years ago
- Sentic Long Short Term Memory☆22Updated 6 years ago
- Implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB dataset (witho…☆40Updated 6 years ago
- 论文实现 by - pytorch☆18Updated 6 years ago
- DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding☆26Updated 6 years ago
- Repository for replicating results from the paper Aspect Level Sentiment Classification with Deep Memory Network☆13Updated 6 years ago
- Deep Residual Learning for Weakly-Supervised Relation Extraction: https://arxiv.org/abs/1707.08866☆105Updated 6 years ago
- The code of Encoding Word Order in Complex-valued Embedding☆42Updated 5 years ago