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Papers
Listening Like Humans: Semantics-Guided Noise-Robust Multimodal Speech Recognition
ACL 2026
Polarity-Aware Probing for Quantifying Latent Alignment in Language Models
AAAI 2026
Stable Language Guidance for Vision–Language–Action Models
ACL 2026
A Black-Box Evaluation Framework for Semantic Robustness in Bird’s Eye View Detection
AAAI 2025
A Diagnostic Framework for Auditing Reference-Free Vision-Language Metrics
IJCNLP 2025
SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models
NeurIPS 2024
The King Is Naked: On the Notion of Robustness for Natural Language Processing
AAAI 2022
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding
ACL 2021
Semantically Robust Unpaired Image Translation for Data With Unmatched Semantics Statistics
ICCV 2021