probing method

Polarity-Aware Probing for Quantifying Latent Alignment in Language Models AAAI 2026 Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models AAAI 2026 Different Speech Translation Models Encode and Translate Speaker Gender Differently ACL 2025 LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025 Learning on Model Weights using Tree Experts CVPR 2025 Probing Subphonemes in Morphology Models ACL 2025 Probing of pretrained multilingual models on the knowledge of discourse EACL 2024 Searching for Structure: Appraising the Organisation of Speech Features in wav2vec 2.0 Embeddings Interspeech 2024 Towards Measuring and Modeling “Culture” in LLMs: A Survey EMNLP 2024 Uncovering Syllable Constituents in the Self-Attention-Based Speech Representations of Whisper EMNLP 2024 Wave to Syntax: Probing spoken language models for syntax Interspeech 2023 CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure EMNLP 2022 How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers EMNLP 2022 On the Pitfalls of Analyzing Individual Neurons in Language Models ICLR 2022 Probing BERT’s priors with serial reproduction chains ACL 2022 Probing Cross-modal Semantics Alignment Capability from the Textual Perspective EMNLP 2022 Using Roark-Hollingshead Distance to Probe BERT’s Syntactic Competence EMNLP 2022 How Accents Confound: Probing for Accent Information in End-to-End Speech Recognition Systems ACL 2020