representational similarity

Do Large Language Models Think like the Brain? Sentence-Level Evidences from Layer-Wise Embeddings and fMRI AAAI 2026 From FusHa to Folk: Exploring Cross-Lingual Transfer in Arabic Language Models EACL 2026 HumanGuideNet: Adapter-Based Alignment of Deep Neural Networks with Human Similarity Judgments WACV 2026 A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ACL 2025 Functional Alignment Can Mislead: Examining Model Stitching ICML 2025 Not all solutions are created equal: An analytical dissociation of functional and representational similarity in deep linear neural networks ICML 2025 Objective drives the consistency of representational similarity across datasets ICML 2025 Representational Similarity via Interpretable Visual Concepts ICLR 2025 ReSi: A Comprehensive Benchmark for Representational Similarity Measures ICLR 2025 SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation EMNLP 2025 The Butterfly Effect: Neural Network Training Trajectories Are Highly Sensitive to Initial Conditions ICML 2025 Decoupling Semantic Similarity from Spatial Alignment for Neural Networks. NeurIPS 2024 Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli NeurIPS 2024 Semantics or spelling? Probing contextual word embeddings with orthographic noise ACL 2024 The Effective Number of Shared Dimensions Between Paired Datasets AISTATS 2024 Direct Fact Retrieval from Knowledge Graphs without Entity Linking ACL 2023 Disentangling the Linguistic Competence of Privacy-Preserving BERT EMNLP 2023 Experimental Observations of the Topology of Convolutional Neural Network Activations AAAI 2023 Inner Product-based Neural Network Similarity NeurIPS 2023 Numeric Magnitude Comparison Effects in Large Language Models ACL 2023 Representational Dissimilarity Metric Spaces for Stochastic Neural Networks ICLR 2023 Towards a Deep Understanding of Multilingual End-to-End Speech Translation EMNLP 2023 Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens EMNLP 2023 From Language to Language-ish: How Brain-Like is an LSTM’s Representation of Nonsensical Language Stimuli? EMNLP 2020 Learning from brains how to regularize machines NeurIPS 2019