conftrace_

parameter-efficient fine-tuning

736 papers

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Also known as

PEFT

Co-occurring keywords

low-rank adaptation (560) large language model (13587) model compression (3302) transfer learning (5449) parameter efficient fine-tuning (168) knowledge distillation (3725) few-shot learning (3398) domain adaptation (4595) vision-language model (2348) language model (4599)

Papers

Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment COLING 2025
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning ACL 2025
UoB-NLP at SemEval-2025 Task 11: Leveraging Adapters for Multilingual and Cross-Lingual Emotion Detection SEMEVAL 2025
FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging EMNLP 2025
Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy ICCV 2025
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs ACL 2025
Efficient Layer-wise LLM Fine-tuning for Revision Intention Prediction EMNLP 2025
CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training AAAI 2025
Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning AAAI 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025
LoRA-MGPO: Mitigating Double Descent in Low-Rank Adaptation via Momentum-Guided Perturbation Optimization EMNLP 2025
NLoRA: Nyström-Initiated Low-Rank Adaptation for Large Language Models EMNLP 2025
Unlocking the Effectiveness of LoRA-FP for Seamless Transfer Implantation of Fingerprints in Downstream Models EMNLP 2025
Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025
Forget for Get: A Lightweight Two-phase Gradient Method for Knowledge Editing in Large Language Models EMNLP 2025
Block Circulant Adapter for Large Language Models IJCAI 2025
NormAL LoRA: What is the perfect size? EMNLP 2025
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates ACL 2025
Sensitivity-LoRA : Low-Load Sensitivity-Based Fine-Tuning for Large Language Models EMNLP 2025
DoDS-IITPKD:Submissions to the WMT25 Low-Resource Indic Language Translation Task EMNLP 2025
Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models EMNLP 2025
Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025
Parameter-Efficient Fine-Tuning via Circular Convolution ACL 2025
Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis ACL 2025