conftrace_

parameter efficient fine-tuning

168 papers

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Also known as

PEFT

Co-occurring keywords

large language model (13587) low-rank adaptation (560) parameter-efficient fine-tuning (736) model compression (3302) transfer learning (5449) language model (4599) domain adaptation (4595) knowledge distillation (3725) few-shot learning (3398) prompt tuning (391)

Papers

TagSpeech: End-to-End Multi-Speaker ASR and Diarization with Fine-Grained Temporal Grounding ACL 2026
baellouf at AbjadMed: Efficient Fine-tuning with All-Linear LoRA for Arabic Medical QA Classification EACL 2026
Explore How to Inject Beneficial Noise in MLLMs AAAI 2026
Progressive Fine-Tuning for Cost-Effective Structured Attribute Generation in E-commerce ACL 2026
Parameter-, Memory-, Time-Efficient Multi-Task Dense Vision Adaptation AAAI 2026
FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation EACL 2026
Small but Mighty: Dynamic Wavelet Expert-Guided Fine-Tuning of Large-Scale Models for Optical Remote Sensing Object Segmentation AAAI 2026
Learning to Collaborate: An Orchestrated-Decentralized Framework for Peer-to-Peer LLM Federation AAAI 2026
MTA:A Merge-then-Adapt Framework for Personalized Large Language Models ACL 2026
Efficient Text-Guided Convolutional Adapter for the Diffusion Model WACV 2026
SALR: Sparsity-Aware Low-Rank Representation for Efficient Fine-Tuning of Large Language Models AAAI 2026
SAMCL: Empowering SAM to Continually Learn from Dynamic Domains with Extreme Storage Efficiency AAAI 2026
Comparing Methods for Multi-Label Classification of Manipulation Techniques in Ukrainian Telegram Content ACL 2025
CUET_SR34 at CQs-Gen 2025: Critical Question Generation via Few-Shot LLMs – Integrating NER and Argument Schemes ACL 2025
L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models ACL 2025
VFM-Adapter: Adapting Visual Foundation Models for Dense Prediction with Dynamic Hybrid Operation Mapping AAAI 2025
MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts NAACL 2025
Parameter-Efficient Fine-Tuning via Circular Convolution ACL 2025
Teaching Sarcasm: Few-Shot Multimodal Sarcasm Detection via Distillation to a Parameter-Efficient Student IJCNLP 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning ACL 2025
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging ACL 2025
MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction IJCNLP 2025
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025