Pinned

1. Semisupervised-learning-with-DCGANs Semisupervised-learning-with-DCGANs Public

   Using DCGANs to learn useful representations during the adversarial training process and using the learned features to classify images with relatively little training data

   Python 12 7

2. Sentence-Classification-with-CNN Sentence-Classification-with-CNN Public

   A Chainer implementation of a Convolutional Network model for sentence classification in movie reviews dataset.

   Python 1

3. Relation-Extraction-using-CNN Relation-Extraction-using-CNN Public

   A Chainer implementation of a Convolutional Network model for relation classification in the SemEval Task 8 dataset. This model performs Multi-Way Classification of Semantic Relations Between Pairs…

   Python 17 7

4. Sequence-Labeling Sequence-Labeling Public

   A repository for performing NER, POS tagging and Chunking using the CoNLL-2003 dataset using a simple window based concatenation of word embeddings.

   Python 5 1

5. Recurrent-Language-Model Recurrent-Language-Model Public

   Pytorch implementation of a simple GRU word-level language model trained on Donald Trump's tweets.

   Python

6. Hierarchical-Seq2Seq Hierarchical-Seq2Seq Public

   A PyTorch implementation of the hierarchical encoder-decoder architecture (HRED) introduced in Sordoni et al (2015). It is a hierarchical encoder-decoder architecture for modeling conversation trip…

   Python 29 4