Preprint
Aug 2026
Reifying Research Logic: AI-Assisted Workflow Construction and Incremental Refinement for Quantitative Syntax
QLWF is a visual workflow platform that turns natural-language research descriptions into executable workflows through an AI assisted five-stage pipeline that supports incremental refinement, so saved workflows can be revised by changing only the parts that need to change rather than being rebuilt from scratch.
He Wang, Jingbo Chen, Yuqiao Lai et al.
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