dallascard / neural_topic_models
Code to accompany "A Neural Framework for Generalized Topic Models"
☆67Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for neural_topic_models
- Neural Topic Models☆69Updated 8 years ago
- ☆44Updated 6 years ago
- this is the code used in the paper "Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations"☆66Updated 7 years ago
- Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.☆53Updated 5 years ago
- Bayesian Skip-gram model☆47Updated 4 years ago
- ☆46Updated 6 years ago
- Implementation of A Structured Self-attentive Sentence Embedding☆109Updated 6 years ago
- Moro files for the ACL 2015 Tutorial on Matrix and Tensor Factorization Methods for Natural Language Processing☆20Updated 9 years ago
- neural variational document model☆132Updated 7 years ago
- Code of NAACL paper "Unsupervised Multi-Domain Adaptation with Feature Embeddings"☆33Updated 9 years ago
- Evaluation tool for word embeddings☆27Updated 8 years ago
- Neural embeddings with negative sampling in Keras☆11Updated 7 years ago
- Implementation in Tensorflow of A Structured Self-attentive Sentence Embedding with the sentiment analysis task.☆67Updated 7 years ago
- ☆30Updated 6 years ago
- ☆124Updated 7 years ago
- Source code for ``A Structured Self-Attentive Sentence Embedding'' published in ICLR 2017☆54Updated 6 years ago
- Reimplementation of Munkhdalai et al's Neural Semantic Encoders (https://arxiv.org/pdf/1607.04315v2.pdf)☆60Updated 8 years ago
- ☆28Updated 8 years ago
- ☆27Updated 8 years ago
- Density Order Embeddings☆33Updated 5 years ago
- Very Deep Pairwise Word Interaction Neural Networks for modeling textual similarity (He and Lin, NAACL/HLT 2016)☆19Updated 6 years ago
- Document context language models☆22Updated 9 years ago
- An implementation of Mikolov's word2vec in Python using Theano and Lasagne.☆37Updated 7 years ago
- Order-Embeddings for WordNet completion☆31Updated 8 years ago
- A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data, TPAMI, http://arxiv.org/abs/1409.3970☆41Updated 9 years ago
- Top-down Tree LSTM (NAACL 2016) http://aclweb.org/anthology/N/N16/N16-1035.pdf☆84Updated 7 years ago
- ☆141Updated 4 years ago
- utility class for building/evaluating document representations☆54Updated 4 years ago