low-rank adaptation

Personalized LoRA for Human-Centered Text Understanding AAAI 2024 Personalized Residuals for Concept-Driven Text-to-Image Generation CVPR 2024 PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models NeurIPS 2024 PolyuCBS at SMM4H 2024: LLM-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation ACL 2024 PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation EACL 2024 Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models ACL 2024 PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA ACL 2024 Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation NeurIPS 2024 QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning EMNLP 2024 QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation NeurIPS 2024 RA-LoRA: Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models ACL 2024 ReLoRA: High-Rank Training Through Low-Rank Updates ICLR 2024 Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe NeurIPS 2024 ResLoRA: Identity Residual Mapping in Low-Rank Adaption ACL 2024 RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization EMNLP 2024 RoQLlama: A Lightweight Romanian Adapted Language Model EMNLP 2024 RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization NAACL 2024 Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models NeurIPS 2024 SAML: Speaker Adaptive Mixture of LoRA Experts for End-to-End ASR Interspeech 2024 Seamless Language Expansion: Enhancing Multilingual Mastery in Self-Supervised Models Interspeech 2024 Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective ICLR 2024 SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data NeurIPS 2024 Sentence Segmentation and Sentence Punctuation Based on XunziALLM COLING 2024 Shears: Unstructured Sparsity with Neural Low-rank Adapter Search NAACL 2024 ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification SemEval 2024