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metamorphic testing

10 papers

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MT

Co-occurring keywords · papers mentioning both

large language model (2) model evaluation (2) perception consistency (1) neural network (1) fine-grained sentiment (1) model context protocol (1) diversity-aware loss (1) model-agnostic optimization (1) fairness violation (1) low-level perception (1)

Papers

SGVEF-LOOP: Coverage-Guided Progressive Topological Exploration and Fact-Grounded Metamorphic Evaluation for MCP Agents ACL 2026 Stability-Aware Reinforcement Learning for Robust Class Integration Test Order Generation AAAI 2026 ValScope: Value-Semantics-Aware Metamorphic Testing for Detecting Logical Bugs in DBMSs OSDI 2026 Evaluating and Mitigating Linguistic Discrimination in Large Language Models: Perspectives on Safety Equity and Knowledge Equity IJCAI 2025 MATO: A Model-Agnostic Training Optimization for Aspect Sentiment Triplet Extraction NAACL 2025 On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software EMNLP 2023 Specifying and Testing k-Safety Properties for Machine-Learning Models IJCAI 2023 Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective ACL 2022 Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing CVPR 2021 Metamorphic Testing and Certified Mitigation of Fairness Violations in NLP Models IJCAI 2020