Replication code for "Neural Models for Documents with Metadata"
☆107Apr 14, 2020Updated 5 years ago
Alternatives and similar repositories for scholar
Users that are interested in scholar are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A tensorflow implementation of the neural variational topic,document model with Gaussian Softmax Construction (GSM).☆21Jun 22, 2019Updated 6 years ago
- Source code for paper "Topic Modeling with Wasserstein Autoencoders".☆40Dec 11, 2019Updated 6 years ago
- PyTorch implementation of AVITM☆158Jul 14, 2018Updated 7 years ago
- Code to accompany "A Neural Framework for Generalized Topic Models"☆67Oct 31, 2018Updated 7 years ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Oct 23, 2019Updated 6 years ago
- Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.☆52Mar 7, 2019Updated 7 years ago
- neural variational document model☆131Oct 31, 2017Updated 8 years ago
- Tensorflow implementation for prodLDA and NVLDA.☆254Apr 19, 2021Updated 4 years ago
- Source code of TMN (Topic Memory Network)☆85Nov 12, 2018Updated 7 years ago
- ☆22May 13, 2019Updated 6 years ago
- Neural Topic Models☆69Apr 14, 2016Updated 9 years ago
- Tensorflow code to train TDLM☆139Jul 31, 2018Updated 7 years ago
- Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"☆172Dec 12, 2018Updated 7 years ago
- Python interface for https://github.com/dice-group/Palmetto☆40Aug 23, 2022Updated 3 years ago
- Computation of the semantic interpretability of topics produced by topic models.☆179Apr 19, 2017Updated 8 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Feb 3, 2020Updated 6 years ago
- A framework to identify relations between ideas in temporal text corpora.☆28Apr 2, 2018Updated 7 years ago
- implementation of different Dirichlet Variational Autoencoder Topic Models in Tensorflow☆49Feb 20, 2023Updated 3 years ago
- Neural topic modeling☆29Aug 19, 2020Updated 5 years ago
- Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.☆46Dec 9, 2018Updated 7 years ago
- PyTorch implementation of AVITM (Autoencoding Variational Inference For Topic Models)☆35Jul 15, 2022Updated 3 years ago
- ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"☆25Dec 30, 2018Updated 7 years ago
- ☆11Dec 1, 2017Updated 8 years ago
- Topic Modeling in Embedding Spaces☆559Oct 3, 2023Updated 2 years ago
- ☆22Dec 25, 2019Updated 6 years ago
- A Neural Model for Joint Topic Segmentation and Classification☆35Mar 5, 2020Updated 6 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
- Implementation of topic models based on neural network approaches.☆435Sep 27, 2023Updated 2 years ago
- neural_topic_models☆11Jan 9, 2017Updated 9 years ago
- ☆17Mar 17, 2020Updated 6 years ago
- Palmetto is a quality measuring tool for topics☆223Feb 12, 2024Updated 2 years ago
- Cython implementations of Gibbs sampling for supervised LDA☆60Oct 9, 2017Updated 8 years ago
- Short Text Topic Modeling☆65Jul 17, 2018Updated 7 years ago
- ☆10May 22, 2023Updated 2 years ago
- Supervised Latent Dirichlet Allocation for Classification☆84Apr 15, 2021Updated 4 years ago
- ☆32Jul 10, 2023Updated 2 years ago
- Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)☆179May 8, 2017Updated 8 years ago
- Document Similarity for Texts of Varying Lengths via Hidden Topics☆40Feb 16, 2019Updated 7 years ago
- Nonparametric Topic Modeling with Word Vectors☆75May 20, 2017Updated 8 years ago