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

VFM-Adapter: Adapting Visual Foundation Models for Dense Prediction with Dynamic Hybrid Operation Mapping AAAI 2025
ICP: Immediate Compensation Pruning for Mid-to-high Sparsity CVPR 2025
Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification AAAI 2025
PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint AACL 2025
Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs ACL 2025
CUET_SR34 at CQs-Gen 2025: Critical Question Generation via Few-Shot LLMs – Integrating NER and Argument Schemes ACL 2025
Towards Infinite-Long Prefix in Transformer EMNLP 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation WACV 2025
DMPT: Decoupled Modality-Aware Prompt Tuning for Multi-Modal Object Re-Identification WACV 2025
Teaching Sarcasm: Few-Shot Multimodal Sarcasm Detection via Distillation to a Parameter-Efficient Student IJCNLP 2025
TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning AAAI 2025
MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction IJCNLP 2025
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering ACL 2025
Propulsion: Steering LLM with Tiny Fine-Tuning COLING 2025
MoKA:Parameter Efficiency Fine-Tuning via Mixture of Kronecker Product Adaption COLING 2025
MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning COLING 2025
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ACL 2025
Correcting Negative Bias in Large Language Models through Negative Attention Score Alignment NAACL 2025
Team Conversational AI: Introducing Effervesce NAACL 2025
Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages CVPR 2025
AdaKron: An Adapter-based Parameter Efficient Model Tuning with Kronecker Product COLING 2024
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe NIPS 2024
WarwickNLP at SemEval-2024 Task 1: Low-Rank Cross-Encoders for Efficient Semantic Textual Relatedness SEMEVAL 2024
FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models NIPS 2024
HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation EMNLP 2024