@inproceedings{inproceedings, title  = {{LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis}},

 publisher = {{The Asian Federation of Natural Language Processing and The Association for Computational Linguistics}},

 url = {{https://doi.org/10.18653/v1/2025.ijcnlp-long.98 }},

 year = {{2025}},

 month = {{1}},

 author = {{Aghaebe FY and Williams EA and Apekey T and Moosavi NS}},

 doi = {{10.18653/v1/2025.ijcnlp-long.98}},

 journal = {{Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics}},

 pages = {{1815-1833}},

 note = {{Accessed on 2026/04/23}}}