ProMSA:Progressive Multimodal Search Agents for Knowledge-Based Visual Question Answering

ProMSA:Progressive Multimodal Search Agents for Knowledge-Based Visual Question Answering

A progressive multimodal search agent for knowledge-based visual question answering that adaptively selects search strategies and optimizes through sequence-level reinforcement lea…

Hugging Face · Daily Papers ·ZhengXian Wu, Hangrui Xu · ·▲ 7 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: ZhengXian Wu, Hangrui Xu, Kai Shi, Zhuohong Chen, Yunyao Yu, Chuanrui Zhang

  • 7 upvotes da comunidade
  • Temas: Knowledge-based Visual Question Answering, multimodal search agent, retrieve-then-generate pipeline, tool-call budgets, deduplication, rejection-sampling SFT

Resumo

Resumo original (em inglês), extraído do paper:

A progressive multimodal search agent for knowledge-based visual question answering that adaptively selects search strategies and optimizes through sequence-level reinforcement learning.

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