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JoongHoon Kim

2 accepted papers

2026

ICaRus: Identical Cache Reuse for Efficient Multi-Model Inference

ICLR 2026poster

Multi model inference, where multiple task-specialized models collaborate to solve complex real-world problems, has recently emerged as a prominent paradigm, particularly in the development of agentic AI systems. However, in such scenarios, each model must maintain its own Key-Value (KV) cache for t…

Cited by 0SourceScholar
2025

CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation using checklists

EMNLP 2025

Existing LLM-as-a-Judge approaches for evaluating text generation suffer from rating inconsistencies, with low agreement and high rating variance across different evaluator models. We attribute this to subjective evaluation criteria combined with Likert scale scoring in existing protocols. To addres