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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Bo-Wen Qin

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#artificial intelligence Preprint Sep 2026

ORCA: Evaluating LLMs on Data Science Code Translation

ORCA is introduced, a comprehensive benchmark with two complementary settings: ORCA-MAIN, which comprises 1,600 carefully curated grounding-level tasks across 3 representative domains: Data Querying, Data Manipulation, and Deep Learning; and ORCA-PROJECT, which contains 200 translation tasks over complete data science...

Xiao-Long Li, Jin-Yang Li, Bo-Wen Qin et al. · 0 citations
Jul 2026

Agent Retrieval Bench: Evaluating Repository Context Retrieval for Coding Agents

A controlled seed-intervention pilot finds that retrieval-derived initial context yields higher file F1 with less post-seed exploration than random non-gold context, while oracle gold context shows substantial remaining headroom.

Bowen Qin, Yi Xie · 0 citations

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