low-rank adaptation

Compressed Context Memory for Online Language Model Interaction ICLR 2024 Compressing Large Language Models using Low Rank and Low Precision Decomposition NeurIPS 2024 Contextualized Speech Recognition: Rethinking Second-Pass Rescoring with Generative Large Language Models IJCAI 2024 Contextual Refinement of Translations: Large Language Models for Sentence and Document-Level Post-Editing NAACL 2024 Customizable Combination of Parameter-Efficient Modules for Multi-Task Learning ICLR 2024 Customizing Language Models with Instance-wise LoRA for Sequential Recommendation NeurIPS 2024 DeBERTa Beats Behemoths: A Comparative Analysis of Fine-Tuning, Prompting, and PEFT Approaches on LegalLensNER EMNLP 2024 DistillMIKE: Editing Distillation of Massive In-Context Knowledge Editing in Large Language Models ACL 2024 dLoRA: Dynamically Orchestrating Requests and Adapters for LoRA LLM Serving OSDI 2024 DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models EMNLP 2024 DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024 DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution ACL 2024 Doubly Abductive Counterfactual Inference for Text-based Image Editing CVPR 2024 Dual-Pipeline with Low-Rank Adaptation for New Language Integration in Multilingual ASR Interspeech 2024 Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation NeurIPS 2024 Efficient Stitchable Task Adaptation CVPR 2024 Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding Interspeech 2024 Exploiting Diffusion Prior for Generalizable Dense Prediction CVPR 2024 Exploring Intrinsic Language-specific Subspaces in Fine-tuning Multilingual Neural Machine Translation EMNLP 2024 FanLoRA: Fantastic LoRAs and Where to Find Them in Large Language Model Fine-tuning EMNLP 2024 Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024 Fast Forwarding Low-Rank Training EMNLP 2024 Fast Randomized Low-Rank Adaptation of Pre-trained Language Models with PAC Regularization ACL 2024 Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources NeurIPS 2024 FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering NAACL 2024