conftrace_

parameter-efficient tuning

156 papers

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Also known as

PET PETUNING

Co-occurring keywords

large language model (13587) transfer learning (5449) prompt tuning (391) few-shot learning (3398) parameter-efficient fine-tuning (736) model compression (3302) low-rank adaptation (560) vision-language model (2348) pretrained language model (1030) language model (4599)

Papers

Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data EMNLP 2023
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization EMNLP 2023
Exploring the Impact of Model Scaling on Parameter-Efficient Tuning EMNLP 2023
Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity EMNLP 2023
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone NIPS 2023
Fine-Tuning Language Models with Just Forward Passes NIPS 2023
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models NIPS 2023
JUAGE at SemEval-2023 Task 10: Parameter Efficient Classification SEMEVAL 2023
JUAGE at SemEval-2023 Task 10: Parameter Efficient Classification ACL 2023
MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension EMNLP 2023
Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs EMNLP 2023
A Query-Parallel Machine Reading Comprehension Framework for Low-resource NER EMNLP 2023
FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models ACL 2023
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models ACL 2023
Hint-Aug: Drawing Hints From Foundation Vision Transformers Towards Boosted Few-Shot Parameter-Efficient Tuning CVPR 2023
MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering CVPR 2023
Explicit Visual Prompting for Low-Level Structure Segmentations CVPR 2023
Fixed Input Parameterization for Efficient Prompting ACL 2023
Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation ACL 2023
Prefix Propagation: Parameter-Efficient Tuning for Long Sequences ACL 2023
Effective Structured Prompting by Meta-Learning and Representative Verbalizer ICML 2023
Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer ACL 2023
Zero-shot Cross-lingual Transfer With Learned Projections Using Unlabeled Target-Language Data ACL 2023
Prompt Tuning for Unified Multimodal Pretrained Models ACL 2023
Learned Adapters Are Better Than Manually Designed Adapters ACL 2023