Chiung-Yi

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authored 4 papers 2 months ago

When Judgment Becomes Noise: How Design Failures in LLM Judge Benchmarks Silently Undermine Validity

Paper • 2509.20293 • Published Sep 24, 2025 • 7

Is GPT-OSS Good? A Comprehensive Evaluation of OpenAI's Latest Open Source Models

Paper • 2508.12461 • Published Aug 17, 2025 • 2

StreetMath: Study of LLMs' Approximation Behaviors

Paper • 2510.25776 • Published Oct 27, 2025 • 4

Active Learning Methods for Efficient Data Utilization and Model Performance Enhancement

Paper • 2504.16136 • Published Apr 21, 2025