conftrace_

low-rank adaptation

560 papers

Explore in graph

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

Domain-Generalized Object Anti-Spoofing: Bridging Gaps and Patch Selection for Robust Detection Across Domains WACV 2025
LoRA-drop: Efficient LoRA Parameter Pruning based on Output Evaluation COLING 2025
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation NAACL 2025
How Much is Too Much? Exploring LoRA Rank Trade-offs for Retaining Knowledge and Domain Robustness AACL 2025
EWoRA: Expert Weighted Low-Rank Adaptation for Heterogeneous Data AACL 2025
Quantifying and Mitigating Selection Bias in LLMs: A Transferable LoRA Fine-Tuning and Efficient Majority Voting Approach AACL 2025
Ecstasy at BLP-2025 Task 1: TF-IDF Informed Prompt Engineering with LoRA Fine-tuning for Bangla Hate Speech Detection AACL 2025
Troopers at BLP-2025 Task 2: Reward-Selective Fine-Tuning based Code Generation Approach for Bangla Prompts AACL 2025
A Budget Recipe for Finetuning a Long-form Legal Summarization Model AACL 2025
NLP4Health: Multilingual Clinical Dialogue Summarization and QA with mT5 and LoRA AACL 2025
A Picture is Worth a Thousand (Correct) Captions: A Vision-Guided Judge-Corrector System for Multimodal Machine Translation AACL 2025
Stacked LoRA: Isolated Low-Rank Adaptation for Lifelong Knowledge Management AACL 2025
PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint AACL 2025
CMBan: Cartoon-Driven Meme Contextual Classification Dataset for Bangla AACL 2025
LP-FT-LoRA: A Three-Stage PEFT Framework for Efficient Domain Adaptation in Bangla NLP Tasks AACL 2025
RACAI at SemEval-2025 Task 7: Efficient adaptation of Large Language Models for Multilingual and Crosslingual Fact-Checked Claim Retrieval ACL 2025
CodeAnubad at BLP-2025 Task 2: Efficient Bangla-to-Python Code Generation via Iterative LoRA Fine-Tuning of Gemma-2 AACL 2025
Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization SEMEVAL 2025
Zero at SemEval-2025 Task 2: Entity-Aware Machine Translation: Fine-Tuning NLLB for Improved Named Entity Translation SEMEVAL 2025
Exploiting Diffusion Prior for Generalizable Dense Prediction CVPR 2024
LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation EMNLP 2024
A Study of Parameter Efficient Fine-tuning by Learning to Efficiently Fine-Tune EMNLP 2024
Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models ACL 2024
MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning ACL 2024
PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA ACL 2024