PRISMR replaces in-context list processing with a hypernetwork-generated instance-specific LoRA adapter to reduce parse collapse and improve multimodal listwise ranking performance.
Large-scale stochastic optimization of ndcg surrogates for deep learning with provable convergence.arXiv preprint arXiv:2202.12183, 2022
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PRISMR: Overcoming Parse Collapse in Multimodal Listwise Ranking via Parameterized Representation Internalization
PRISMR replaces in-context list processing with a hypernetwork-generated instance-specific LoRA adapter to reduce parse collapse and improve multimodal listwise ranking performance.