AI RESEARCH
A Proposal-Free Query-Guided Network for Grounded Multimodal Named Entity Recognition
arXiv CS.CV
•
ArXi:2603.17314v1 Announce Type: new Grounded Multimodal Named Entity Recognition (GMNER) identifies named entities, including their spans and types, in natural language text and grounds them to the corresponding regions in associated images. Most existing approaches split this task into two steps: they first detect objects using a pre-trained general-purpose detector and then match named entities to the detected objects. However, these methods face a major limitation.