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conftrace_

null space constraint

2 papers

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Co-occurring keywords · papers mentioning both

subspace regularization (1) parameter interference (1) model capacity (1) multilingual language model (1) low-rank adaptation (1) parameter-efficient fine-tuning (1) factual knowledge (1) knowledge editing (1) catastrophic forgetting (1) continual learning (1)

Papers

Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025 Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints ACL 2025