layer analysis

Discovering Influential Neuron Path in Vision Transformers ICLR 2025 Exploring Activation Patterns of Parameters in Language Models AAAI 2025 From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens EMNLP 2025 LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing ACL 2025 Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ACL 2025 Transformer Layers as Painters AAAI 2025 Localizing Memorization in SSL Vision Encoders NeurIPS 2024 Where does In-context Learning Happen in Large Language Models? NeurIPS 2024 Your Transformer is Secretly Linear ACL 2024 The geometry of hidden representations of large transformer models NeurIPS 2023 Evaluating Contextual Embeddings and their Extraction Layers for Depression Assessment ACL 2022 Where Does Linguistic Information Emerge in Neural Language Models? Measuring Gains and Contributions across Layers COLING 2022 How Many Layers and Why? An Analysis of the Model Depth in Transformers ACL 2021 Is Each Layer Non-trivial in CNN? (Student Abstract) AAAI 2021 Towards a Deep and Unified Understanding of Deep Neural Models in NLP ICML 2019 Layer-wise analysis of deep networks with Gaussian kernels NeurIPS 2010