Pseudo-document simulation for comparing LDA, GSDMM and GPM topic models on short and sparse text using Twitter data C Weisser, C Gerloff, A Thielmann, A Python, A Reuter, T Kneib, B Säfken Computational statistics 38 (2), 647-674, 2023 | 29 | 2023 |
Topics in the haystack: Enhancing topic quality through corpus expansion A Thielmann, A Reuter, Q Seifert, E Bergherr, B Säfken Computational Linguistics, 1-37, 2024 | 9* | 2024 |
GPTopic: Dynamic and Interactive Topic Representations A Reuter, A Thielmann, C Weisser, S Fischer, B Säfken arXiv preprint arXiv:2403.03628, 2024 | 4 | 2024 |
Mambular: A sequential model for tabular deep learning AF Thielmann, M Kumar, C Weisser, A Reuter, B Säfken, S Samiee arXiv preprint arXiv:2408.06291, 2024 | 3 | 2024 |
Interpretable Additive Tabular Transformer Networks AF Thielmann, A Reuter, T Kneib, D Rügamer, B Säfken Transactions on Machine Learning Research, 0 | 2 | |
Neural Additive Image Model: Interpretation through Interpolation A Reuter, A Thielmann, B Saefken arXiv preprint arXiv:2405.02295, 2024 | 1 | 2024 |
Probabilistic Topic Modelling with Transformer Representations A Reuter, A Thielmann, C Weisser, B Säfken, T Kneib arXiv preprint arXiv:2403.03737, 2024 | 1 | 2024 |
STREAM: Simplified Topic Retrieval, Exploration, and Analysis Module A Thielmann, A Reuter, C Weisser, G Kant, M Kumar, B Säfken Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | | 2024 |