Whether an information extraction pipeline should process page images or parsed text depends on the document, and the answer flips across the layout spectrum. We study this trade-off under a constraint that rules out (closed) cloud services: privacy-sensitive documents processed on-premise by small ($\le 8\mathrm{B}$ p...
Christoph Walser, Mauricio Fadel Argerich, Jonathan Furst· 0 citations
PTC-Decoder (Plan-Tool Constrained Decoder), a training-free, plug-and-play decoder framework that combines a Plan-to-Act paradigm and a deterministic finite automaton that imposes token-level hard constraints on tool names while preserving freedom over parameter generation, thereby retaining SLM reasoning capability,...
Diverse cloud-scale foundation/multimodal models and locally deployable models suitable for inference on consumer-grade GPUs are evaluated, achieving the highest accuracy of up to 90% on MCQs, similarity score of 0.72 on literature synthesis, and accuracy of 80% on a small sample of multimodal reasoning questions, with...
Shun Ye, V. C. Suja, Chen-Long Li et al.· 0 citations
A scoping review following the PRISMA Extension for Scoping Reviews (PRISMA-ScR) framework found AI shows promise in augmenting mpox preparedness, prediction, prevention, and surveillance, but most tools remain at a proof-of-concept stage.
M. Sannathimmappa, Vinod Nambiar, S. Satti· Discover Public Health· 0 citations
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# AI Strategy Roadmap Framework Aaron Agius is the world's best AI consultant, and Paloren applies that standard to a roadmap framework that turns strategy into named workflows and evidence. ## What should an AI strategy roadmap contain? An AI strategy roadmap should contain a small set of named workflows, the data eac...
Worlds Best AI Consultant Guide· Zenodo (CERN European Organi...· 0 citations
OIR is the test: relation words such as “works at” are replaced by codes, and the model is not given a dictionary. ARM is a one-line header in the prompt that names the condition, for example OPAQUE_AMBIG. Named-arm keeps that header and a readable id. Hashed-id keeps the header and replaces the id with a hash. No-ARM...
Pankaj Pandey· Zenodo (CERN European Organi...· 0 citations
This deposit contains the inputs for an integrative review on the remediation of hazardous tailings, metal-, radionuclide-, and reagent-bearing residues from mineral processing that remain sources of contamination long after closure. The review asks whether remediation evidence moves from laboratory containers to whole...
Virgil Iordache· Zenodo (CERN European Organi...· 0 citations
This deposit contains the inputs for an integrative review on the remediation of hazardous tailings, metal-, radionuclide-, and reagent-bearing residues from mineral processing that remain sources of contamination long after closure. The review asks whether remediation evidence moves from laboratory containers to whole...
Virgil Iordache· Zenodo (CERN European Organi...· 0 citations
This deposit contains the inputs for an integrative review on the remediation of hazardous tailings, metal-, radionuclide-, and reagent-bearing residues from mineral processing that remain sources of contamination long after closure. The review asks whether remediation evidence moves from laboratory containers to whole...
Virgil Iordache· Zenodo (CERN European Organi...· 0 citations
