CLAIRE: A Schema-Grounded Hybrid Workflow for Healthcare Administrative Form Completion

arXiv:2609.32787 · cs.AI, cs.CL, cs.HC · Submitted 2026-09-26 · Read on arXiv

cs.AI, cs.CL, cs.HC

Submitted: 2026-09-26

Updated: 2026-09-26

Terminology

• Benchmark — 29× in this paper · explained in 2 episodes
• Trace — 16× in this paper · explained in 2 episodes
• Accuracy — 11× in this paper · explained in 1 episode
• Alignment — 6× in this paper · explained in 1 episode
• Verification — 6× in this paper · explained in 2 episodes
• Grounding — 3× in this paper · explained in 3 episodes
• Provenance — 3× in this paper · explained in 4 episodes
• Benchmarking — 2× in this paper · explained in 3 episodes
• National Provider Identifier — 2× in this paper
• Robustness — 2× in this paper · explained in 5 episodes
• AI Agents — 1× in this paper · explained in 2 episodes
• Accountability — 1× in this paper · explained in 2 episodes
• Distribution Shift — 1× in this paper · explained in 5 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Scaffolding — 1× in this paper · explained in 3 episodes

Sources

• HealthAdminBench: Evaluating Computer-Use Agents on Healthcare Administration Tasks
• A Machine Learning Approach for Automated Filling of Categorical Fields in Data Entry Forms
• WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?
• WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models
• LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
• AI Agents That Matter
• VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
• The BrowserGym Ecosystem for Web Agent Research
• FormFactory: An Interactive Benchmarking Suite for Multimodal Form-Filling Agents
• OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
• LayoutLM: Pre-training of Text and Layout for Document Image Understanding
• Qwen2.5 Technical Report
• Agent-SafetyBench: Evaluating the Safety of LLM Agents
• WebArena: A Realistic Web Environment for Building Autonomous Agents

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