bobxwu / ECRTMLinks
Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)
☆43Updated last year
Alternatives and similar repositories for ECRTM
Users that are interested in ECRTM are comparing it to the libraries listed below
Sorting:
- Code for Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP2022)☆29Updated last year
- Code for InfoCTM: A Mutual Information Maximization Perspective of Cross-lingual Topic Modeling (AAAI2023)☆25Updated last year
- Cross-lingual Normalized Pointwise Mutual Information for cross-lingual topic evaluation.☆14Updated 2 years ago
- Code for Discovering Topics in Long-tailed Corpora with Causal Intervention (ACL findings2021)☆18Updated last year
- Code for Learning Multilingual Topics with Neural Variational Inference (NLPCC2020)☆17Updated last year
- Papers of Neural Topic Models (NTMs)☆80Updated 11 months ago
- Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion (ACL 2024 Findin…☆16Updated 10 months ago
- Code for On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling (AAAI 2024)☆12Updated last year
- Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)☆23Updated 5 years ago
- A Topic Modeling System Toolkit (ACL 2024 Demo)☆254Updated 2 months ago
- Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).☆43Updated last year
- A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)☆107Updated 2 weeks ago
- Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to…☆37Updated last year
- Code for the ACL 2023 Paper "Fact-Checking Complex Claims with Program-Guided Reasoning"☆56Updated last year
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆95Updated last year
- ☆59Updated 6 months ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- ☆15Updated 4 years ago
- The code for the paper "BotMoE: Twitter Bot Detection with Community-Aware Mixtures of Modal-Specific Experts"☆22Updated last year
- ☆17Updated 3 years ago
- ☆18Updated last year
- MoLE: Cross-Domain Label-Adaptive Stance Detection☆17Updated 3 years ago
- [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations☆89Updated 3 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 5 years ago
- Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"☆12Updated 4 years ago
- Code for DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks NAACL2022(https://aclanthology.org/202…☆19Updated 2 years ago
- The demo for "Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network" in ICML 2021☆11Updated 3 years ago
- DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning☆24Updated last year
- Code for ACL 2022 paper: Tackling Fake News Detection by Continually Improving Social Context Representations using Graph Neural Networks☆27Updated last year
- ☆27Updated 3 years ago