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SLIDERS: Steering Image Retrieval with Sparse Visual Features
A patch-level image retrieval system in which sparse visual features become named controls for changing the ranking at query time.
Replacing Qwen's Vision Transformer with ResNet-50
A feature-distillation pipeline for replacing Qwen's visual encoder with ResNet-50 while keeping the language model unchanged.
The Bottleneck Wasn't the LLM: What Actually Improved Text-to-SPARQL
An ablation study on Text-to-SPARQL generation showed that reliable entity linking mattered far more than extra examples, schema hints or increasingly elaborate prompts.