low-rank adaptation

Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models EMNLP 2024 FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations NeurIPS 2024 Flora: Low-Rank Adapters Are Secretly Gradient Compressors ICML 2024 Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models ACL 2024 FouRA: Fourier Low-Rank Adaptation NeurIPS 2024 Generating Speakers by Prompting Listener Impressions for Pre-trained Multi-Speaker Text-to-Speech Systems Interspeech 2024 GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning EMNLP 2024 Harmonizing Generalization and Personalization in Federated Prompt Learning ICML 2024 Harmonizing Visual Text Comprehension and Generation NeurIPS 2024 Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models EMNLP 2024 HGP-NLP at BioLaySumm: Leveraging LoRA for Lay Summarization of Biomedical Research Articles using Seq2Seq Transformers ACL 2024 HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning NeurIPS 2024 HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation EMNLP 2024 IAPT: Instance-Aware Prompt Tuning for Large Language Models ACL 2024 IIITDWD-zk@DravidianLangTech-2024: Leveraging the Power of Language Models for Hate Speech Detection in Telugu-English Code-Mixed Text EACL 2024 Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems NeurIPS 2024 Improving LoRA in Privacy-preserving Federated Learning ICLR 2024 InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learning CVPR 2024 Instance-Level Dynamic LoRAs Composition for Cross-Task Generalization EMNLP 2024 LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation EMNLP 2024 LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training AAAI 2024 LaRA: Large Rank Adaptation for Speech and Text Cross-Modal Learning in Large Language Models EMNLP 2024 Learn and Don't Forget: Adding a New Language to ASR Foundation Models Interspeech 2024 Learning Fine-Grained Controllability on Speech Generation via Efficient Fine-Tuning Interspeech 2024 Less is Fed More: Sparsity Reduces Feature Distortion in Federated Learning EMNLP 2024