FlowPathAgent combines segmentation, VLM-to-Mermaid conversion, and graph tool calls to attribute LLM answers to specific flowchart paths, with a new benchmark showing higher F1 than baselines.
Also list how to find these: which tools, what nodes and arguments you will call on these tools
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents
FlowPathAgent combines segmentation, VLM-to-Mermaid conversion, and graph tool calls to attribute LLM answers to specific flowchart paths, with a new benchmark showing higher F1 than baselines.