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

Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation EMNLP 2023
Focused Prefix Tuning for Controllable Text Generation ACL 2023
NAVER LABS Europe’s Multilingual Speech Translation Systems for the IWSLT 2023 Low-Resource Track ACL 2023
DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation EACL 2023
Parameter-Efficient Fine-Tuning without Introducing New Latency ACL 2023
Exploration of Open Large Language Models for eDiscovery EMNLP 2023
Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language Model EMNLP 2023
Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models NIPS 2023
rematchka at NADI 2023 shared task: Parameter Efficient tuning for Dialect Identification and Dialect Machine Translation EMNLP 2023
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models ACL 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes ACL 2023
Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models ACL 2023
Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain EMNLP 2023
Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment EMNLP 2023
Multi-Head Adapter Routing for Cross-Task Generalization NIPS 2023
Composing Parameter-Efficient Modules with Arithmetic Operation NIPS 2023
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing NIPS 2023
AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in the SUPERB Benchmark INTERSPEECH 2023
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization NIPS 2023
Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning ICCV 2023
eP-ALM: Efficient Perceptual Augmentation of Language Models ICCV 2023
HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation ACL 2023
Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition EMNLP 2023
Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning ACL 2023
DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-efficient Fine-Tuning ICCV 2023