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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

Wilmar Orlanda

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Review Open access 2026

BALANGAY-RAG: Adaptive Pre-Generation Retrieval and Abstention for Filipino-English Code-Switched Queries

Fixed retrieval depths can waste context or proceed without designated support when language form, evidence availability, and context budgets vary. This controlled pre-generation study evaluates BALANGAY-RAG, combining the BALANGAY-PH benchmark with BALANGAY-RF, a Random Forest controller that selects k = 1, 2, 4, or 8...

John Syte Tiopes, John Best Tiopes, Wilmar Orlanda et al. · 0 citations

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