robustness testing

AgentGraph: Trace-to-Graph Platform for Interactive Analysis and Robustness Testing in Agentic AI Systems AAAI 2026 Impatient Users Confuse AI Agents: High-fidelity Simulations of Human Traits for Testing Agents ACL 2026 Obedience or Vigilance? How Large Language Models React to Malicious Multiple-Choice Options (Student Abstract) AAAI 2026 J&H: Evaluating the Robustness of Large Language Models Under Knowledge-Injection Attacks in Legal Domain AAAI 2025 LLMs Caught in the Crossfire: Malware Requests and Jailbreak Challenges ACL 2025 Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments EMNLP 2025 Know Thine Enemy: Adaptive Attacks on Misinformation Detection Using Reinforcement Learning ACL 2024 Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL 2024 A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models ACL 2023 LMentry: A Language Model Benchmark of Elementary Language Tasks ACL 2023 Pulling Out All The Full Stops: Punctuation Sensitivity in Neural Machine Translation and Evaluation ACL 2023 Robustness Tests for Automatic Machine Translation Metrics with Adversarial Attacks EMNLP 2023 DABERT: Dual Attention Enhanced BERT for Semantic Matching COLING 2022 Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition COLING 2022 Unifying Panoptic Segmentation for Autonomous Driving CVPR 2022 CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding ACL 2021 Reliability Testing for Natural Language Processing Systems ACL 2021 Robustness Testing of Language Understanding in Task-Oriented Dialog ACL 2021 Sorting through the noise: Testing robustness of information processing in pre-trained language models EMNLP 2021 Adversarial Examples for Evaluating Reading Comprehension Systems EMNLP 2017