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importance score

9 papers

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attribution method (2) model pruning (2) semantic analysis (2) neural network pruning (2) model compression (2) word influence (1) theoretical framework (1) graph neural network (1) neural network (1) taylor decomposition (1)

Papers

D²Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning AAAI 2026 I^2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts ICML 2025 Data Pruning by Information Maximization ICLR 2025 Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression CVPR 2024 Assessing Word Importance Using Models Trained for Semantic Tasks ACL 2023 PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance ICML 2022 A Unified Taylor Framework for Revisiting Attribution Methods AAAI 2021 Interpreting Text Classifiers by Learning Context-sensitive Influence of Words NAACL 2021 Towards More Practical Adversarial Attacks on Graph Neural Networks NeurIPS 2020