Alternatives and similar repositories for GCTM:

Users that are interested in GCTM are comparing it to the libraries listed below

• valdersoul / GraphBTM
  Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.
  ☆46Updated 6 years ago
• ahoho / kd-topic-models
  Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"
  ☆31Updated 4 years ago
• pgcool / textTOvec
  ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"
  ☆24Updated 6 years ago
• xinyangz / NetTaxo
  Code for the paper "NetTaxo: Automated Topic Taxonomy Constructionfrom Text-Rich Network"
  ☆29Updated 2 years ago
• yao8839836 / KGE-LDA
  Knowledge Graph Embedding LDA. AAAI 2017
  ☆39Updated 6 years ago
• IBM / gnn-taxo-construction
  A tool for taxonomy construction using Graph Neural Networks (GNN).
  ☆27Updated 4 months ago
• YongfeiYan / Neural-Document-Modeling
  PyTorch implementations of NVDM, GSM, NTM, NTMR
  ☆74Updated 5 years ago
• monk1337 / Graph-Neural-networks-for-NLP
  Graph Neural networks for NLP
  ☆26Updated 4 years ago
• nlpAThits / figet-hyperbolic-space
  Code for the paper "Fine-Grained Entity Typing in Hyperbolic Space"
  ☆37Updated 5 years ago
• idiap / gile
  A generalized input-label embedding for text classification
  ☆23Updated 5 years ago
• WANGXinyiLinda / Neural-Topic-Model-with-Attention-for-Supervised-Learning
  This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.
  ☆31Updated 4 years ago
• tshi04 / SeaNMF
  Short Text Topic Modeling
  ☆65Updated 6 years ago
• estebandito22 / PyTorchAVITM
  PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)
  ☆38Updated 5 years ago
• uhh-lt / Taxonomy_Refinement_Embeddings
  Taxonomy refinement method to improve domain-specific taxonomy systems.
  ☆28Updated 7 months ago
• uhh-lt / path2vec
  Learning to represent shortest paths and other graph-based measures of node similarities with graph embeddings
  ☆33Updated 5 years ago
• daiquocnguyen / R-MeN
  Transformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)
  ☆81Updated 2 years ago
• ysyushi / HyperMine
  Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity (CIKM'19)
  ☆17Updated 5 years ago
• fanglanting / RA-retrofit
  A Pytorch implementation of "Knowledge-Enhanced Ensemble Learning for Word Embeddings" (WWW 2019)
  ☆37Updated 5 years ago
• vikas95 / Pref_Suff_Span_NN
  ☆22Updated 6 years ago
• yumeng5 / JoSH
  [KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding
  ☆57Updated 3 years ago
• donalee / taxocom
  Topic taxonomy completion with hierarchical discovery of novel topic clusters
  ☆24Updated 2 years ago
• belizgunel / hyperE
  ☆32Updated 6 years ago
• HX-idiot / Hybrid_Attention_XML
  Pytorch codes for "Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification"
  ☆50Updated 3 years ago
• daiquocnguyen / Caps2NE
  A Capsule Network-based Model for Learning Node Embeddings (CIKM 2020)
  ☆24Updated 4 years ago
• giannisnik / mpad
  Message Passing Attention Networks for Document Understanding
  ☆61Updated 3 years ago
• daiquocnguyen / Walk-Transformer
  From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)
  ☆41Updated 3 years ago
• luffycodes / attention-word-embedding
  Code for Attention Word Embeddings
  ☆20Updated 4 years ago
• magsilva / dtm
  This implements topics that change over time (Dynamic Topic Models) and a model of how individual documents predict that change.
  ☆31Updated 4 years ago
• dice-group / palmetto-py
  Python interface for https://github.com/dice-group/Palmetto
  ☆40Updated 2 years ago
• yuvalpinter / m3gm
  Max-Margin Markov Graph Models for WordNet (EMNLP 2018)
  ☆41Updated 4 years ago