neural variational document model
☆131Oct 31, 2017Updated 8 years ago
Alternatives and similar repositories for nvdm
Users that are interested in nvdm are comparing it to the libraries listed below
Sorting:
- A tensorflow implementation of the neural variational topic,document model with Gaussian Softmax Construction (GSM).☆21Jun 22, 2019Updated 6 years ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Oct 23, 2019Updated 6 years ago
- Tensorflow implementation for prodLDA and NVLDA.☆255Apr 19, 2021Updated 4 years ago
- PyTorch implementation of AVITM☆159Jul 14, 2018Updated 7 years ago
- ☆22May 13, 2019Updated 6 years ago
- Computation of the semantic interpretability of topics produced by topic models.☆179Apr 19, 2017Updated 8 years ago
- Short Text Topic Modeling☆65Jul 17, 2018Updated 7 years ago
- Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"☆171Dec 12, 2018Updated 7 years ago
- Replication code for "Neural Models for Documents with Metadata"☆107Apr 14, 2020Updated 5 years ago
- Source code for paper "Topic Modeling with Wasserstein Autoencoders".☆40Dec 11, 2019Updated 6 years ago
- TensorFlow implementation of Neural Variational Inference for Text Processing☆536Aug 10, 2016Updated 9 years ago
- implementation of different Dirichlet Variational Autoencoder Topic Models in Tensorflow☆49Feb 20, 2023Updated 3 years ago
- Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.☆46Dec 9, 2018Updated 7 years ago
- Source code of TMN (Topic Memory Network)☆85Nov 12, 2018Updated 7 years ago
- Code to accompany "A Neural Framework for Generalized Topic Models"☆67Oct 31, 2018Updated 7 years ago
- AAAI 2019 paper: "Document Informed Neural Autoregressive Topic Models with Distributional Prior" (a Contextualized Neural Topic Model wi…☆19Dec 31, 2018Updated 7 years ago
- Tensorflow code to train TDLM☆139Jul 31, 2018Updated 7 years ago
- Python interface for https://github.com/dice-group/Palmetto☆40Aug 23, 2022Updated 3 years ago
- The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"☆153Aug 5, 2019Updated 6 years ago
- Topic Modeling in Embedding Spaces☆561Oct 3, 2023Updated 2 years ago
- Neural Topic Model via Optimal Transport, ICLR 2021☆16Mar 31, 2021Updated 4 years ago
- Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).☆43Mar 6, 2024Updated 2 years ago
- Implementation of topic models based on neural network approaches.☆435Sep 27, 2023Updated 2 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆32Feb 3, 2020Updated 6 years ago
- Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"☆11Jul 14, 2020Updated 5 years ago
- Source code and dataset of "Joint Modeling of Topics and Discourse in Microblog Conversations"☆34Mar 14, 2019Updated 6 years ago
- Topic Modeling for Short Texts with Auxiliary Word Embeddings☆73May 7, 2018Updated 7 years ago
- Reranking-based dependency parsing with inside-outside recursive neural network☆21Oct 11, 2014Updated 11 years ago
- Code for the icml paper "zero inflated exponential family embedding"☆29Nov 2, 2017Updated 8 years ago
- Code for "Understanding Neural Abstractive Summarization Models via Uncertainty" (EMNLP20)☆30Oct 16, 2020Updated 5 years ago
- TensorFlow implementation of "Improved Variational Autoencoders for Text Modeling using Dilated Convolutions"☆54Sep 16, 2019Updated 6 years ago
- CluWords: Exploiting Semantic Word Clustering Representation for Enhanced Topic Modeling☆16Jan 19, 2022Updated 4 years ago
- Chunk-based neural machine translation☆17Apr 24, 2022Updated 3 years ago
- A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data, TPAMI, http://arxiv.org/abs/1409.3970☆39Aug 26, 2015Updated 10 years ago
- A code for "Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking" in ACL2…☆28Jul 27, 2019Updated 6 years ago
- PyTorch implementation for Interpretable Dialog Generation ACL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center…☆197Jan 14, 2019Updated 7 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆32Nov 11, 2020Updated 5 years ago
- A code for "Tree-Structured Neural Topic Model" in ACL2020☆19Nov 21, 2022Updated 3 years ago
- ☆17Jun 26, 2018Updated 7 years ago