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parameter-efficient fine-tuning

1,055 papers

PEFT

Papers

Cross-Prompt Encoder for Low-Performing Languages IJCNLP 2025 CryChime: When Large Language Models Learn to Listen to Distant Cries - A Counterfactual PEFT Framework for Urgent Need Detection in Disaster Social Media ACML 2025 CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions SemEval 2025 CUET_SR34 at CQs-Gen 2025: Critical Question Generation via Few-Shot LLMs – Integrating NER and Argument Schemes ACL 2025 Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases ACL 2025 CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training AAAI 2025 CVPT: Cross Visual Prompt Tuning ICCV 2025 DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models ICLR 2025 DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers CVPR 2025 Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025 dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation ICLR 2025 Decentralized Low-Rank Fine-Tuning of Large Language Models ACL 2025 Decoupled Multi-Predictor Optimization for Inference-Efficient Model Tuning ICCV 2025 Decoupling Angles and Strength in Low-rank Adaptation ICLR 2025 DEMON at SemEval-2025 Task 10: Fine-tuning LLaMA-3 for Multilingual Entity Framing SemEval 2025 Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment CVPR 2025 Differentially Private Fine-Tuning of Diffusion Models ICCV 2025 Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision ICLR 2025 DiffuseKronA: A Parameter Efficient Fine-Tuning Method for Personalized Diffusion Models WACV 2025 Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment COLING 2025 DisLoRA: Task-specific Low-Rank Adaptation via Orthogonal Basis from Singular Value Decomposition EMNLP 2025 DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations CVPR 2025 DLRG at BHASHA: Task 1 (IndicGEC): A Hybrid Neurosymbolic Approach for Tamil and Malayalam Grammatical Error Correction AACL 2025 DMPT: Decoupled Modality-Aware Prompt Tuning for Multi-Modal Object Re-Identification WACV 2025 DoDS-IITPKD:Submissions to the WMT25 Low-Resource Indic Language Translation Task EMNLP 2025