| ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics | Feb 3, 2023 | DiversityDynamic Topic Modeling | CodeCode Available | 1 |
| How Large Language Models Are Changing MOOC Essay Answers: A Comparison of Pre- and Post-LLM Responses | Apr 17, 2025 | Dynamic Topic ModelingEthics | —Unverified | 0 |
| Visualizing Temporal Topic Embeddings with a Compass | Sep 16, 2024 | DiversityDynamic Topic Modeling | —Unverified | 0 |
| Historia Magistra Vitae: Dynamic Topic Modeling of Roman Literature using Neural Embeddings | Jun 27, 2024 | Dynamic Topic ModelingTopic Models | —Unverified | 0 |
| Exploring Public Attention in the Circular Economy through Topic Modelling with Twin Hyperparameter Optimisation | May 16, 2024 | Dynamic Topic ModelingHyperparameter Optimization | CodeCode Available | 0 |
| CFTM: Continuous time fractional topic model | Jan 29, 2024 | ArticlesDynamic Topic Modeling | —Unverified | 0 |
| ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives | Jun 4, 2023 | ArticlesDynamic graph embedding | —Unverified | 0 |
| Jointly Dynamic Topic Model for Recognition of Lead-lag Relationship in Two Text Corpora | Nov 21, 2021 | Dynamic Topic Modeling | —Unverified | 0 |
| Recurrent Coupled Topic Modeling over Sequential Documents | Jun 23, 2021 | Data AugmentationDynamic Topic Modeling | —Unverified | 0 |
| Adapting CRISP-DM for Idea Mining: A Data Mining Process for Generating Ideas Using a Textual Dataset | May 2, 2021 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition | Jan 2, 2020 | Dynamic Topic ModelingTensor Decomposition | —Unverified | 0 |
| Mixed Membership Recurrent Neural Networks | Dec 23, 2018 | Dynamic Topic Modeling | —Unverified | 0 |
| Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time | Nov 15, 2017 | ArticlesDynamic Topic Modeling | —Unverified | 0 |
| Learning Methods for Dynamic Topic Modeling in Automated Behaviour Analysis | Nov 2, 2016 | Dynamic Topic Modeling | —Unverified | 0 |
| Scalable Dynamic Topic Modeling with Clustered Latent Dirichlet Allocation (CLDA) | Oct 25, 2016 | ClusteringDynamic Topic Modeling | —Unverified | 0 |
| Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach | Jul 11, 2016 | Dynamic Topic Modeling | CodeCode Available | 0 |
| Bayesian Analysis of Dynamic Linear Topic Models | Nov 12, 2015 | Data AugmentationDynamic Topic Modeling | —Unverified | 0 |
| Complex Politics: A Quantitative Semantic and Topological Analysis of UK House of Commons Debates | Oct 13, 2015 | Dynamic Topic ModelingTopological Data Analysis | —Unverified | 0 |
| Unveiling the Political Agenda of the European Parliament Plenary: A Topical Analysis | May 27, 2015 | Dynamic Topic Modeling | —Unverified | 0 |
| Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping and Data Mining Research Directions | Mar 5, 2015 | Dynamic Topic ModelingEvent Extraction | —Unverified | 0 |
