conftrace_

low-rank adaptation

560 papers

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Also known as

LRA LORA

Co-occurring keywords

parameter-efficient fine-tuning (736) large language model (13587) model compression (3302) parameter efficient fine-tuning (168) diffusion model (3751) mixture of expert (640) transfer learning (5449) knowledge distillation (3725) catastrophic forgetting (958) multi-task learning (2575)

Papers

MoLA: MoE LoRA with Layer-wise Expert Allocation NAACL 2025
Continual Gradient Low-Rank Projection Fine-Tuning for LLMs ACL 2025
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? NAACL 2025
Flexora: Flexible Low-Rank Adaptation for Large Language Models ACL 2025
Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers COLING 2025
Sensitivity-LoRA : Low-Load Sensitivity-Based Fine-Tuning for Large Language Models EMNLP 2025
Anak Baik: A Low-Cost Approach to Curate Indonesian Ethical and Unethical Instructions COLING 2025
DoMIX: An Efficient Framework for Exploiting Domain Knowledge in Fine-Tuning ACL 2025
Implicit Hate Target Span Detection in Zero- and Few-Shot Settings with Selective Sub-Billion Parameter Models ACL 2025
FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025
LoRACoE: Improving Large Language Model via Composition-based LoRA Expert EMNLP 2025
LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks COLING 2025
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025
zFLoRA: Zero-Latency Fused Low-Rank Adapters EMNLP 2025
Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin EMNLP 2025
Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025
Localized Concept Erasure for Text-to-Image Diffusion Models Using Training-Free Gated Low-Rank Adaptation CVPR 2025
RAD: Region-Aware Diffusion Models for Image Inpainting CVPR 2025
Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning CVPR 2025
Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization ACL 2025
Image Referenced Sketch Colorization Based on Animation Creation Workflow CVPR 2025
Amortized Bayesian Meta-Learning for Low-Rank Adaptation of Large Language Models EMNLP 2025
The Gemma Sutras: Fine-Tuning Gemma 3 for Sanskrit Sandhi Splitting EMNLP 2025
RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy AAAI 2025
DenseLoRA: Dense Low-Rank Adaptation of Large Language Models ACL 2025