Evaluating LLM-generated topic names via text reconstruction
Source
Computational Linguistics in the Netherlands Journal - ISSN 2211-4009-14 (2025) p. 43-65
Don’t make me guess : automatically detecting and naming topics in large collections of text
Source
Antwerp, University of Antwerp, Faculty of Arts, 2025,xii, 143 p.
Comparative evaluation of topic detection: humans vs. LLMs
Source
Computational Linguistics in the Netherlands Journal - ISSN 2211-4009-13 (2024) p. 91-120
Advancing CSR Theme and Topic Classification: LLMs and Training Enhancement Insights
Source
Proceedings of the Joint Workshop of the 7th FinNLP, the 5th KDF, and the 4th ECONLP- (2024) p. 292-305
Advancing Topical Text Classification: A Novel Distance-Based Method with Contextual Embeddings
Source
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing - Large Language Models for Natural Language Processings- (2023) p. 586-597