parameter-efficient fine-tuning

VIGC: Visual Instruction Generation and Correction AAAI 2024 Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification EMNLP 2024 Vision-Language Models are Strong Noisy Label Detectors NeurIPS 2024 Visual Fourier Prompt Tuning NeurIPS 2024 Visual Perception by Large Language Model’s Weights NeurIPS 2024 WarwickNLP at SemEval-2024 Task 1: Low-Rank Cross-Encoders for Efficient Semantic Textual Relatedness SemEval 2024 WavLLM: Towards Robust and Adaptive Speech Large Language Model EMNLP 2024 Weighted Layer Averaging RoBERTa for Black-Box Machine-Generated Text Detection SemEval 2024 What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition EACL 2024 Where does In-context Learning Happen in Large Language Models? NeurIPS 2024 XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts ACL 2024 Yes-MT’s Submission to the Low-Resource Indic Language Translation Shared Task in WMT 2024 EMNLP 2024 ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS Adaptation Interspeech 2023 AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models EACL 2023 Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition Interspeech 2023 Adapting Shortcut With Normalizing Flow: An Efficient Tuning Framework for Visual Recognition CVPR 2023 Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning ICLR 2023 AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in the SUPERB Benchmark Interspeech 2023 A Kernel-Based View of Language Model Fine-Tuning ICML 2023 An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models ACL 2023 APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models EMNLP 2023 Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training ACL 2023 Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation EMNLP 2023 Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models NeurIPS 2023 Client-Customized Adaptation for Parameter-Efficient Federated Learning ACL 2023