bobxwu / NQTMLinks
Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).
☆43Updated last year
Alternatives and similar repositories for NQTM
Users that are interested in NQTM 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 Learning Multilingual Topics with Neural Variational Inference (NLPCC2020)☆17Updated last year
- Code for Discovering Topics in Long-tailed Corpora with Causal Intervention (ACL findings2021)☆18Updated last year
- Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)☆23Updated 5 years ago
- Code for InfoCTM: A Mutual Information Maximization Perspective of Cross-lingual Topic Modeling (AAAI2023)☆25Updated last year
- Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)☆43Updated last year
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 5 years ago
- Code for On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling (AAAI 2024)☆12Updated 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
- Cross-lingual Normalized Pointwise Mutual Information for cross-lingual topic evaluation.☆14Updated 2 years ago
- A tensorflow implementation of the neural variational topic,document model with Gaussian Softmax Construction (GSM).☆21Updated 6 years ago
- ☆17Updated 3 years ago
- A Topic Modeling System Toolkit (ACL 2024 Demo)☆254Updated 2 months ago
- Short Text Topic Modeling☆65Updated 6 years ago
- [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations☆89Updated 3 years ago
- ☆136Updated 4 years ago
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆38Updated 5 years ago
- ☆27Updated 3 years ago
- Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"☆12Updated 4 years ago
- MoLE: Cross-Domain Label-Adaptive Stance Detection☆17Updated 3 years ago
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆95Updated last year
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆52Updated 4 years ago
- ☆16Updated 4 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Updated 4 years ago
- Personal implementation of the ACL 19 paper "Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conve…