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 | 20 | 2023 |
Topics in the Haystack: Extracting and Evaluating Topics beyond Coherence A Thielmann, Q Seifert, A Reuter, E Bergherr, B Säfken arXiv preprint arXiv:2303.17324, 2023 | 2 | 2023 |
Topics in the Haystack: Enhancing Topic Quality through Corpus Expansion A Thielmann, A Reuter, Q Seifert, E Bergherr, B Säfken Computational Linguistics, 1-36, 2024 | 1 | 2024 |
GPTopic: Dynamic and Interactive Topic Representations A Reuter, A Thielmann, C Weisser, S Fischer, B Säfken arXiv preprint arXiv:2403.03628, 2024 | | 2024 |
Probabilistic Topic Modelling with Transformer Representations A Reuter, A Thielmann, C Weisser, B Säfken, T Kneib arXiv preprint arXiv:2403.03737, 2024 | | 2024 |