jvking / bp-lda
Backpropagation Latent Dirichlet Allocation (a third-party reimplementation of paper "End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture" by Jianshu Chen et al.)
☆15Updated 8 years ago
Alternatives and similar repositories for bp-lda:
Users that are interested in bp-lda are comparing it to the libraries listed below
- Recurrent Memory Network - Torch implementation☆35Updated 8 years ago
- A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data, TPAMI, http://arxiv.org/abs/1409.3970☆40Updated 9 years ago
- Variational Autoencoders (VAEs) in Theano for Images and Text☆54Updated 7 years ago
- Code of NAACL paper "Unsupervised Multi-Domain Adaptation with Feature Embeddings"☆33Updated 10 years ago
- TensorFlow implementation of Hierarchical Attention Networks for Document Classification and some extension☆94Updated 8 years ago
- Implementation in Tensorflow of A Structured Self-attentive Sentence Embedding with the sentiment analysis task.☆66Updated 7 years ago
- Document context language models☆22Updated 9 years ago
- Word Embedding Revisted: Explicit Matrix Factorization☆33Updated 7 years ago
- ☆28Updated 8 years ago
- Code for the EACL paper "Using the Output Embedding to Improve Language Models" by Ofir Press and Lior Wolf☆46Updated 7 years ago
- Neural Topic Models☆69Updated 9 years ago
- ☆18Updated 9 years ago
- RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano☆69Updated 6 years ago
- Code to train state-of-the-art Neural Machine Translation systems.☆105Updated 8 years ago
- This is the code&dataset for the paper [Hierarchical Memory Networks for Answer Selection on Unknown Words. COLING 2016]☆44Updated 6 years ago
- Question Answering Using Memory Networks (CS224D Project)☆47Updated 9 years ago
- ☆58Updated 8 years ago
- ACL2015_code_Gated Recursive Neural Network for Chinese Word Segmentation☆28Updated 9 years ago
- Top-down Tree LSTM (NAACL 2016) http://aclweb.org/anthology/N/N16/N16-1035.pdf☆83Updated 8 years ago
- Molding CNNs for text (http://arxiv.org/abs/1508.04112)☆85Updated 8 years ago
- Attention models☆33Updated 9 years ago
- Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations (ACL2015)☆28Updated 9 years ago
- TensorFlow implementation of normalizations such as Layer Normalization, HyperNetworks.☆111Updated 8 years ago
- The tensorflow implementation of NIPS2016 paper "LightRNN: Memory and Computation-Efficient Recurrent Neural Networks" (https://arxiv.org…☆56Updated 8 years ago
- Deep generative model for sentiment analysis☆34Updated 8 years ago
- Aspect-augmented Adversarial Networks for Domain Adaptation☆49Updated 8 years ago
- ☆46Updated 7 years ago
- GloVe Word Embedding model's implementation in theano☆36Updated 7 years ago
- An implementation of Mikolov's word2vec in Python using Theano and Lasagne.☆37Updated 7 years ago
- ☆45Updated 7 years ago