14 Derek Greene, James O'Sullivan, and Daragh O'Reilly, “Topic modelling literary interviews from The Paris Review,” Digital Scholarship in the Humanities, 2024, https://academic.oup.com/dsh/article/39/1/142/7515230?login=false 15 Yichen Zhang, Mohammadali (Sam) Khalilitousi, and Yongjin...
Full size image Fig. 16 Topic modelling: Top Terms for Topic 2 Full size image Fig. 17 Topic modelling: Top Terms for Topic 3 Full size image Fig. 18 Topic modelling: Top Terms for Topic 4 Full size image Fig. 19 Preprocessing and topic modelling workflow Full size image ...
TopicGPT allows to integrate the benefits of LLMs into Topic Modelling - GitHub - ArikReuter/TopicGPT: TopicGPT allows to integrate the benefits of LLMs into Topic Modelling
Multilingual and Multimodal Topic Modelling with Pretrained EmbeddingsCOLING 2022[pdf][code] Elaine Zosa, Lidia Pivovarova InfoCTM: A Mutual Information Maximization Perspective of Cross-lingual Topic ModelingAAAI 2023[pdf][code] Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, An...
Probabilistic Topic Modelling with Transformer Representations Arik Reuter, Anton Thielmann, Christoph Weisser, Benjamin Safken, T. Kneib 2024 Graph2topic: an opensource topic modeling framework based on sentence embedding and community detection
Topic modelling provides us with methods to organize, understand and summarize large collections of textual information. It helps in:Discovering hidden topical patterns that are present across the collection Annotating documents according to these topics Using these annotations to organize, search and ...
3.2. Dynamic topic modelling We subsequently conduct DTM to investigate the temporal variation in the frequency of discussions about these topics. Dynamic topic modeling was conducted to analyze and gain insight into the temporal variation in the frequency of the predominant topics of discussion that ...
我可能会在LLMs本身中添加额外的详细程度级别，但这感觉在用户体验方面没有那么直观，因为详细程度在整个...
Qualitative Insights Tool (QualIT): LLM Enhanced Topic Modeling. arXiv 2024, arXiv:2409.15626. [Google Scholar] Geeganage, D.K.; Xu, Y.; Li, Y. A Semantics-enhanced Topic Modelling Technique: Semantic-LDA. ACM Trans. Knowl. Discov. Data 2024, 18, 93. [Google Scholar] [CrossRef] Li...
García-Méndez, S.; de Arriba-Pérez, F.; Barros-Vila, A.; González-Castaño, F.J.; Costa-Montenegro, E. Automatic detection of relevant information, predictions and forecasts in financial news through topic modelling with Latent Dirichlet Allocation.Appl. Intell.2023. [Google Scholar] [Cr...