Narrative Shift Detection: A Hybrid Approach of Dynamic Topic Models and Large Language Models.

@inproceedings{lange-2025-narrative, author = {Kai-Robin Lange and Tobias Schmidt and Matthias Reccius and Henrik M\"{u}ller and Michael Roos and Carsten Jentsch}, editor = {Ricardo Campos and Al\'{i}pio M\'{a}rio Jorge and Adam Jatowt and Sumit Bhatia and Marina Litvak}, title = {{Narrative Shift Detection: A Hybrid Approach of Dynamic Topic Models and Large Language Models}}, booktitle = {{Proceedings of Text2Story - Eighth Workshop on Narrative Extraction From Texts held in conjunction with the 47th European Conference on Information Retrieval (ECIR 2025), Lucca, Italy, April 10, 2025}}, series = {CEUR Workshop Proceedings}, volume = {3964}, pages = {67--80}, publisher = {CEUR-WS.org}, year = {2025}, url = {https://ceur-ws.org/Vol-3964/paper6.pdf} }