AIBullisharXiv – CS AI · 4h ago7/10
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DocSeeker: Structured Visual Reasoning with Evidence Grounding for Long Document Understanding
Researchers introduce DocSeeker, a multimodal AI system designed to improve long document understanding by implementing structured analysis, localization, and reasoning workflows. The breakthrough addresses critical limitations in existing large language models that struggle with lengthy documents due to high noise levels and weak training signals, achieving superior performance on both short and ultra-long documents.