parameter-efficient tuning

Task-Customized Mixture of Adapters for General Image Fusion CVPR 2024 The Expressive Power of Low-Rank Adaptation ICLR 2024 The Hidden Space of Transformer Language Adapters ACL 2024 The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification NAACL 2024 Time- Memory- and Parameter-Efficient Visual Adaptation CVPR 2024 Towards One-to-Many Visual Question Answering EMNLP 2024 Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper Interspeech 2024 Vision-Language Models are Strong Noisy Label Detectors NeurIPS 2024 When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method ICLR 2024 π-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation ICML 2023 Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs EMNLP 2023 Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers Interspeech 2023 A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning ACL 2023 An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation ACL 2023 A Query-Parallel Machine Reading Comprehension Framework for Low-resource NER EMNLP 2023 Argument Detection in Student Essays under Resource Constraints EMNLP 2023 A Unified Continual Learning Framework with General Parameter-Efficient Tuning ICCV 2023 Axiomatic Preference Modeling for Longform Question Answering EMNLP 2023 Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data EMNLP 2023 Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models NeurIPS 2023 Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation ICCV 2023 Consolidator: Mergable Adapter with Group Connections for Visual Adaptation ICLR 2023 Differentiable Instruction Optimization for Cross-Task Generalization ACL 2023 Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data ACL 2023 Effective Structured Prompting by Meta-Learning and Representative Verbalizer ICML 2023