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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Shravan Chaudhari

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#machine learning Dec 2025

SpIDER: Spatially Informed Dense Embedding Retrieval for Software Issue Localization

This work proposes SpIDER (Spatially Informed Dense Embedding Retrieval), a dense retrieval approach that integrates LLM-based reasoning with graph-based exploration of the codebase and introduces SpIDER-Bench, a graph-structured benchmark curated from SWEPolyBench, SWEBench-Verified and Multi-SWE-bench, spanning Python, Java, JavaScript and TypeScript repositories.

Shravan Chaudhari, Rahul Thomas Jacob, Mononito Goswami et al. · 0 citations

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