Outerport

TOPPAN様との協業をご紹介いただきました！ 世界最強のHuman-in-the-loopのデータ構造化基盤を作っていきます💪

😎

ダイキン工業様との協業を発表しました！設計でのAI活用において、必要なノウハウが詰まっている図形・図表を構造化するOuterportの技術を本格導入していただきました。 CG/CV/AIの技術を総動員して、新たなハードウェア技術の設計・開発・製造がもっと速くできる世界を目指して精進いたします🛠️🏭⚙️

ダイキン工業、AIによる図表・図面の「構造化」プラットフォームとしてOuterportを導入し、AIエージェント活用を推進 prtimes.jp/main/html/rd/p…

Parsing CAD drawings is one thing but parsing architectural plans takes the craziness up a notch

Yeah document parsing is cool, but what about CAD drawing parsing... (but with documents too 🥺)

From: arxiv.org/abs/2507.22062

MetaCLIP 2: A Worldwide Scaling Recipe

Ovis-U1 Technical Report arxiv.org/abs/2506.23044

Structured Attention Matters to Multimodal LLMs in Document Understanding arxiv.org/abs/2506.21600

doctors hate him

Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown Bowen Wang, Zhouqiang Jiang, Yasuaki Susumu, Shotaro Miwa, Tianwei Chen, Yuta Nakashima

Can LLMs Replace Humans During Code Chunking? The MITRE Corporation Benchmarked on legacy government code written in ALC, MUMPS, Assembly.... LLMs 20% more factual and 10% more useful than human partitioning

From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents arxiv.org/abs/2506.18959

Controlled Retrieval-augmented Context Evaluation for Long-form RAG Jia-Huei Ju, Suzan Verberne, Maarten de Rijke, Andrew Yates arxiv.org/abs/2506.20051

Seeing is Believing? Mitigating OCR Hallucinations in Multimodal Large Language Models Zhentao He, Can Zhang, Ziheng Wu, Zhenghao Chen, Yufei Zhan, Yifan Li, Zhao Zhang, Xian Wang, Minghui Qiu

Paper: arxiv.org/abs/2505.18079

Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding Xiaoyi Zhang, Zhaoyang Jia, Zongyu Guo, Jiahao Li, Bin Li, Houqiang Li, Yan Lu

When you drag select and it selects multiple columns of text at once 😔💪

Paper: arxiv.org/abs/2504.15689

The Viability of Crowdsourcing for RAG Evaluation (SIGIR 2025) Lukas Gienapp, Tim Hagen, Maik Fröbe, Matthias Hagen, Benno Stein, Martin Potthast, Harrisen Scells