A framework is introduced that connects coding agents to user-uploaded research repositories and enforces domain rules to enable context-aware code development in specialized scientific fields.
Advances in Neural Information Processing Systems , year =
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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A case-driven multi-agent system automates the full pipeline of bad-case detection, annotation, and resolution for e-commerce search relevance using Annotator, Optimizer, and User agents plus supporting components.
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On Accelerating Grounded Code Development for Research
A framework is introduced that connects coding agents to user-uploaded research repositories and enforces domain rules to enable context-aware code development in specialized scientific fields.
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A Case-Driven Multi-Agent Framework for E-Commerce Search Relevance
A case-driven multi-agent system automates the full pipeline of bad-case detection, annotation, and resolution for e-commerce search relevance using Annotator, Optimizer, and User agents plus supporting components.