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parameter interference

11 papers

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model merging (5) model compression (3) language-specific sub-network (2) multilingual neural machine translation (2) mixture of expert (2) low-rank adaptation (2) parameter-efficient fine-tuning (2) parameter sharing (2) weight ensembling (1) large language model (1)

Papers

From Parameter to Representation: A Closed-Form Approach for Controllable Model Merging AAAI 2026 MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs NAACL 2025 Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints ACL 2025 Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning ICLR 2025 SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning ACL 2025 Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging ACL 2025 Gradient Consistency-based Parameter Allocation for Multilingual Neural Machine Translation COLING 2024 Merging Multi-Task Models via Weight-Ensembling Mixture of Experts ICML 2024 Gradient-based Gradual Pruning for Language-Specific Multilingual Neural Machine Translation EMNLP 2023 TIES-Merging: Resolving Interference When Merging Models NeurIPS 2023 Learning Language Specific Sub-network for Multilingual Machine Translation ACL 2021