A two-stage LoRA plus DPO distillation from two large MLLMs lets a 7B student detect out-of-context news with 90.04% accuracy on NewsCLIPpings while using only 8.61% labeled data.
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Multi-MLLM Knowledge Distillation for Out-of-Context News Detection
A two-stage LoRA plus DPO distillation from two large MLLMs lets a 7B student detect out-of-context news with 90.04% accuracy on NewsCLIPpings while using only 8.61% labeled data.