conftrace_

parameter-efficient learning

53 papers

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Also known as

PEL

Co-occurring keywords

large language model (13587) transfer learning (5449) prompt tuning (391) parameter efficient (173) language model (4599) parameter-efficient fine-tuning (736) adapter tuning (59) knowledge distillation (3725) few-shot learning (3398) model compression (3302)

Papers

REACTION: Parameter-Efficient Learning for Recommendation AAAI 2026
Soft Prompting for Unlearning in Large Language Models NAACL 2025
Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs ICLR 2025
An Exploration of Knowledge Editing for Arabic EMNLP 2025
AdaPrefix++: Integrating Adapters Prefixes and Hypernetwork for Continual Learning WACV 2025
500xCompressor: Generalized Prompt Compression for Large Language Models ACL 2025
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025
On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025
Leveraging Adapter for Parameter-Efficient ASR Encoder INTERSPEECH 2024
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation NIPS 2024
Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling NAACL 2024
ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs EACL 2024
Querying as Prompt: Parameter-Efficient Learning for Multimodal Language Model CVPR 2024
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation CVPR 2024
Textual Dataset Distillation via Language Model Embedding EMNLP 2024
LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation ACL 2024
Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification EMNLP 2024
PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment WACV 2024
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning AAAI 2024
LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models EMNLP 2024
Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning EMNLP 2024
DeepBlueAI at PragTag-2023:Ensemble-based Text Classification Approaches under Limited Data Resources EMNLP 2023
Argument Detection in Student Essays under Resource Constraints EMNLP 2023
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models ICCV 2023
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules EMNLP 2023