"knowledge-intensive reasoning" Papers

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2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Wenqi Zhang, Hang Zhang, Xin Li et al.

ICCV 2025highlightarXiv:2501.00958
5
citations

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Zhuoqun Li, Xuanang Chen, Haiyang Yu et al.

ICLR 2025arXiv:2410.08815
51
citations

WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Xiaoxi Li, Jiajie Jin, Guanting Dong et al.

NEURIPS 2025arXiv:2504.21776
198
citations