Towards Lightweight Reliability: Using Soft Prompts for Hallucination Mitigation in Large Language Models

S. M. Tahmid Siddiqui, Akib Jawad Ononto, Anoop Singhal, Latifur Khan. Towards Lightweight Reliability: Using Soft Prompts for Hallucination Mitigation in Large Language Models. In Balaji Palanisamy, Pierangela Samarati, editors, Data and Applications Security and Privacy XL - 40th IFIP WG 11.3 Annual Conference, DBSec 2026, Arlington, VA, USA, July 28-30, 2026, Proceedings. Volume 16576 of Lecture Notes in Computer Science, pages 265-285, Springer, 2026. [doi]

@inproceedings{SiddiquiOSK26,
  title = {Towards Lightweight Reliability: Using Soft Prompts for Hallucination Mitigation in Large Language Models},
  author = {S. M. Tahmid Siddiqui and Akib Jawad Ononto and Anoop Singhal and Latifur Khan},
  year = {2026},
  doi = {10.1007/978-3-032-33260-8_14},
  url = {https://doi.org/10.1007/978-3-032-33260-8_14},
  researchr = {https://researchr.org/publication/SiddiquiOSK26},
  cites = {0},
  citedby = {0},
  pages = {265-285},
  booktitle = {Data and Applications Security and Privacy XL - 40th IFIP WG 11.3 Annual Conference, DBSec 2026, Arlington, VA, USA, July 28-30, 2026, Proceedings},
  editor = {Balaji Palanisamy and Pierangela Samarati},
  volume = {16576},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-032-33260-8},
}