Beyond Topic Modeling: Comparative Evaluation of Topic Interpretation by Large Language Models
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-66336-9_16
Reference25 articles.
1. Albalawi, R., Yeap, T.H., Benyoucef, M.: Using topic modeling methods for short-text data: a comparative analysis. Front. Artif. Intell. 3, 42 (2020)
2. Kaur, K., Dhindsa, K.S.: Classification of followee recommendation techniques in Twitter. In: Intelligent Systems and Applications: Proceedings of the 2019 Intelligent Systems Conference (IntelliSys), vol. 1, pp. 527–540. Springer, Berlin (2020)
3. Lim, Z.W., Pushpanathan, K., Yew, S.M.E., Lai, Y., Sun, C.-H., Lam, J.S.H., Chen, D.Z., Goh, J.H.L., Tan, M.C.J., Sheng, B., et al.: Benchmarking large language models’ performances for myopia care: a comparative analysis of chatgpt-3.5, chatgpt-4.0, and google bard. EBioMedicine 95 (2023)
4. Abdelrazek, A., Eid, Y., Gawish, E., Medhat, W., Hassan, A.: Topic modeling algorithms and applications: a survey. Inf. Syst. 112, 102131 (2023)
5. Rijcken, E., Kaymak, U., Scheepers, F., Mosteiro, P., Zervanou, K., Spruit, M.: Topic modeling for interpretable text classification from EHRs. Front. Big Data 5, 846930 (2022)
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