parameter-efficient fine-tuning

CoEdIT: Text Editing by Task-Specific Instruction Tuning EMNLP 2023 CoLLiE: Collaborative Training of Large Language Models in an Efficient Way EMNLP 2023 Composing Parameter-Efficient Modules with Arithmetic Operation NeurIPS 2023 ConStruct-VL: Data-Free Continual Structured VL Concepts Learning CVPR 2023 Decomposed Prompt Tuning via Low-Rank Reparameterization EMNLP 2023 DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-efficient Fine-Tuning ICCV 2023 Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes ACL 2023 DRAFT: Dense Retrieval Augmented Few-shot Topic classifier Framework EMNLP 2023 DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models ACL 2023 DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation EACL 2023 Efficient Multimodal Fusion via Interactive Prompting CVPR 2023 eP-ALM: Efficient Perceptual Augmentation of Language Models ICCV 2023 Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain EMNLP 2023 Exploration of Open Large Language Models for eDiscovery EMNLP 2023 Exploring Zero and Few-shot Techniques for Intent Classification ACL 2023 Fixed Input Parameterization for Efficient Prompting ACL 2023 Focused Prefix Tuning for Controllable Text Generation ACL 2023 Focus Your Attention when Few-Shot Classification NeurIPS 2023 Hierarchical3D Adapters for Long Video-to-text Summarization EACL 2023 HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation ACL 2023 HINT: Hypernetwork Instruction Tuning for Efficient Zero- and Few-Shot Generalisation ACL 2023 Hyper-Decision Transformer for Efficient Online Policy Adaptation ICLR 2023 HyperTuning: Toward Adapting Large Language Models without Back-propagation ICML 2023 Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language Model EMNLP 2023 Improving generalization in large langue model by learning prefix subspaces EMNLP 2023