Training VLMs to point via text induces serial processing that eliminates binding errors and enables compositional generalization on multi-object tasks.
Emergent symbolic mechanisms support abstract reasoning in large language models.arXiv preprint arXiv:2502.20332,
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Binding Visual Features Point by Point
Training VLMs to point via text induces serial processing that eliminates binding errors and enables compositional generalization on multi-object tasks.