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metric robustness

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adversarial attack (3) machine translation (3) machine translation metrics (2) metric evaluation (2) automatic evaluation (2) reference-free evaluation (2) evaluation metric (2) no-reference metric (1) low-quality translation (1) embedding-based metric (1)

Papers

Measuring the Robustness of Reference-Free Dialogue Evaluation Systems COLING 2025 MSLC25: Metric Performance on Low-Quality Machine Translation, Empty Strings, and Language Variants EMNLP 2025 An Examination of the Robustness of Reference-Free Image Captioning Evaluation Metrics EACL 2024 Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks AAAI 2024 Robustness Tests for Automatic Machine Translation Metrics with Adversarial Attacks EMNLP 2023 Exploring Robustness of Machine Translation Metrics: A Study of Twenty-Two Automatic Metrics in the WMT22 Metric Task EMNLP 2022 Perturbation CheckLists for Evaluating NLG Evaluation Metrics EMNLP 2021