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model decomposition

11 papers

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model compression (3) graphical model (2) federated learning (2) first-order inference (1) decomposition trees (1) adversarial attack (1) state space model (1) deep neural network (1) adversarial defense (1) language model (1)

Papers

DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation COLING 2025 LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models ACL 2025 Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition EMNLP 2025 Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models NeurIPS 2024 When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full Models EMNLP 2024 ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference ACL 2022 Federated Model Decomposition with Private Vocabulary for Text Classification EMNLP 2022 Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation EMNLP 2021 Adversarial Defense Through Network Profiling Based Path Extraction CVPR 2019 Structured Factored Inference for Probabilistic Programming AISTATS 2018 First-order Decomposition Trees NeurIPS 2013