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evaluation robustness

4 papers

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Co-occurring keywords · papers mentioning both

robustness evaluation (2) question format (1) format sensitivity (1) llm-simulated user (1) agentic benchmark (1) embedding-based metric (1) critical error detection (1) transformer model (1) large language model (1) multilingual augmentation (1)

Papers

Lost in Simulation: LLM-Simulated Users are Unreliable Proxies for Human Users in Agentic Evaluations ACL 2026 MCQFormatBench: Robustness Tests for Multiple-Choice Questions ACL 2025 Layer or Representation Space: What Makes BERT-based Evaluation Metrics Robust? COLING 2022 Robust MT Evaluation with Sentence-level Multilingual Augmentation EMNLP 2022