Can LLMs identify the Disinformation they create? Exploring the Role of Large Language Models in Disinformation Detection.

Pavan Sanjay Nichani|Ayaan Ahmad Siddiqui|Sakshi Tiwarii|Ark Ikhu|Marina Ernst


Anthology ID:DBLP:conf/iwilds/NichaniSTIE25
Volume:Proceedings of the Joint 1st International Workshop on Disinformation and Misinformation in the Age of Generative AI (DISMISS-FAKE 2025) and the 4th International Workshop on Investigating Learning during Web Search (IWILDS 2025) co-located with 18th International ACM WSDM Conference on Web Search and Data Mining (WSDM 2025), Hannover, Germany, March 14, 2025.
Year:2025
Venue:International Workshop on Investigating Learning during Web Search (IWILDS)
Publisher:CEUR-WS.org
Pages:21-30
URL:https://ceur-ws.org/Vol-4070/paper2.pdf
DBLP:conf/iwilds/NichaniSTIE25
BibTeX:
@inproceedings{nichani-2025-llms, author = {Pavan Sanjay Nichani and Ayaan Ahmad Siddiqui and Sakshi Tiwarii and Ark Ikhu and Marina Ernst}, editor = {Koustav Rudra and Niloy Ganguly and Jeanne Pia Mifsud Bonnici and Eric M\"{u}ller-Budack and Ritumbra Manuvie and Anett Hoppe and Ran Yu and Jiqun Liu and Nilavra Bhattacharya}, title = {{Can LLMs identify the Disinformation they create? Exploring the Role of Large Language Models in Disinformation Detection}}, booktitle = {{Proceedings of the Joint 1st International Workshop on Disinformation and Misinformation in the Age of Generative AI (DISMISS-FAKE 2025) and the 4th International Workshop on Investigating Learning during Web Search (IWILDS 2025) co-located with 18th International ACM WSDM Conference on Web Search and Data Mining (WSDM 2025), Hannover, Germany, March 14, 2025}}, series = {CEUR Workshop Proceedings}, volume = {4070}, pages = {21--30}, publisher = {CEUR-WS.org}, year = {2025}, url = {https://ceur-ws.org/Vol-4070/paper2.pdf} }