@inproceedings{rao-etal-2026-innov8rs, title = "Innov8rs at {CRF} Filling 2026: An Iterative Multi-{LLM} Ensemble Pipeline with Dynamic Few-Shot Retrieval and Data-Driven Precision Filtering", author = "Rao, Samminga Sainath and Mishra, Sumit and Suman, Chanchal", editor = "Gupta, Deepak and Thompson, Paul and Ananiadou, Sophia and Demner-Fushman, Dina", booktitle = "Proceedings of the Third Workshop on Patient-Oriented Language Processing ({CL}4{H}ealth) @ {LREC} 2026", month = may, year = "2026", address = "Palma, Mallorca (Spain)", publisher = "ELRA Language Resources Association (ELRA)", url = "https://aclanthology.org/2026.cl4health-1.35/", doi = "10.63317/2eg7dfwaf4o5", pages = "390--394" }