BobXWu / NMTM
Code for Learning Multilingual Topics with Neural Variational Inference (NLPCC2020)
☆17Updated 11 months ago
Alternatives and similar repositories for NMTM:
Users that are interested in NMTM are comparing it to the libraries listed below
- Code for Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP2022)☆26Updated 11 months ago
- Code for Discovering Topics in Long-tailed Corpora with Causal Intervention (ACL findings2021)☆18Updated 11 months ago
- Cross-lingual Normalized Pointwise Mutual Information for cross-lingual topic evaluation.☆14Updated 2 years ago
- Code for InfoCTM: A Mutual Information Maximization Perspective of Cross-lingual Topic Modeling (AAAI2023)☆25Updated 11 months ago
- Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)☆23Updated 5 years ago
- Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)☆40Updated 11 months ago
- Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).☆43Updated 11 months ago
- Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion (ACL 2024 Findin…☆15Updated 5 months ago
- Papers of Neural Topic Models (NTMs)☆72Updated 6 months ago
- A Topic Modeling System Toolkit☆218Updated 3 weeks ago
- (NeurIPS 2024) A Fast, Adaptive, Stable, and Transferable Topic Model☆72Updated 2 weeks ago
- Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to…☆35Updated last year
- Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"☆12Updated 4 years ago
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆95Updated last year
- Implementation of Dynamic Embedding Topic Modeling on arxiv.org articles☆21Updated 2 years ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- Neural Topic Model via Optimal Transport, ICLR 2021☆15Updated 3 years ago
- ☆11Updated 2 years ago
- ☆15Updated 3 years ago
- The demo for "Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network" in ICML 2021☆11Updated 3 years ago
- ☆133Updated 4 years ago
- [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations☆87Updated 3 years ago
- [EMNLP’24 Main] Encoding and Controlling Global Semantics for Long-form Video Question Answering☆16Updated 4 months ago
- implementation of different Dirichlet Variational Autoencoder Topic Models in Tensorflow☆49Updated 2 years ago
- A code for "Tree-Structured Neural Topic Model" in ACL2020☆18Updated 2 years ago
- MoLE: Cross-Domain Label-Adaptive Stance Detection☆17Updated 2 years ago
- ☆15Updated 3 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 5 years ago
- Improved Embedded Topic Models in Hyperbolic Space☆16Updated last year
- Code for "Dynamic Contextualized Word Embeddings"☆31Updated 3 years ago