parameter-efficient learning

REACTION: Parameter-Efficient Learning for Recommendation AAAI 2026 500xCompressor: Generalized Prompt Compression for Large Language Models ACL 2025 AdaPrefix++: Integrating Adapters Prefixes and Hypernetwork for Continual Learning WACV 2025 An Exploration of Knowledge Editing for Arabic EMNLP 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 Soft Prompting for Unlearning in Large Language Models NAACL 2025 Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs ICLR 2025 ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs EACL 2024 Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning AAAI 2024 LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation ACL 2024 Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning EMNLP 2024 Leveraging Adapter for Parameter-Efficient ASR Encoder Interspeech 2024 LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models EMNLP 2024 Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling NAACL 2024 PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment WACV 2024 PELA: Learning Parameter-Efficient Models with Low-Rank Approximation CVPR 2024 QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation NeurIPS 2024 Querying as Prompt: Parameter-Efficient Learning for Multimodal Language Model CVPR 2024 Textual Dataset Distillation via Language Model Embedding EMNLP 2024 Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification EMNLP 2024 AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation EMNLP 2023 A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model Interspeech 2023 Argument Detection in Student Essays under Resource Constraints EMNLP 2023 Automatic Tuning of Loss Trade-offs without Hyper-parameter Search in End-to-End Zero-Shot Speech Synthesis Interspeech 2023