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SPARC: A Multi-Agent System for Electrical Circuit Question Answering

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arXiv:2606. 20643v1 Announce Type: new Abstract: Electrical circuit diagram QA tasks require complex mathematical reasoning, which remains challenging for multimodal LLMs.

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Authors: Mushtari Sadia, Zhenning Yang, Umme Habiba Lamia, Nishat Shawrin, Ang Chen, Amrita Roy Chowdhury
Released: 2026-06-23 (1mo ago)
Topic: Related to current project
Relation to my work: Read next because SPARC: A Multi-Agent System for Electrical Circuit Question Answering overlaps with clean result "The marker is a representational handle, not a behavioural one — sharing it between a villain persona and the assistant transfers no misalignment (HIGH confidence)". Matching terms: line. Source: arxiv cs.AI (Artificial Intelligence).
arXiv: 2606.20643

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