Yumin Kim

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Data Curation & Synthetic Data (1)Speech & Audio (1)Constitutional AI & AI Ethics (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Seonghyeon Go (1)Han Yi (1)Hanau Yi (1)Jaehee Bae (1)

Papers (2)

Jun 1, 2026

Seonghyeon Go +1Jun 1, 2026

HAIM: Human-AI Music Datasets for AI Music Production Tracking Benchmark

Current AI detection methods miss the mark, failing to address the nuanced interplay between human and AI contributions in music production.

Seonghyeon Go, Yumin Kim

Data Curation & Synthetic Data Speech & Audio

Feb 26, 2026

Han Yi +3Feb 26, 2026

Natural Language Declarative Prompting (NLD-P): A Modular Governance Method for Prompt Design Under Model Drift

Stop wrestling with prompt engineering as an ad-hoc craft: NLD-P offers a modular, natural language approach to govern prompts and maintain control amidst LLM drift.

Han Yi, Hanau Yi, Jaehee Bae +1

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Natural Language Processing

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Yumin Kim

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)