conftrace_

low-rank adaptation

560 papers

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Also known as

LRA LORA

Co-occurring keywords

parameter-efficient fine-tuning (736) large language model (13587) model compression (3302) parameter efficient fine-tuning (168) diffusion model (3751) mixture of expert (640) transfer learning (5449) knowledge distillation (3725) catastrophic forgetting (958) multi-task learning (2575)

Papers

Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024
AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning NAACL 2024
WarwickNLP at SemEval-2024 Task 1: Low-Rank Cross-Encoders for Efficient Semantic Textual Relatedness NAACL 2024
ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification NAACL 2024
YNU-HPCC at SemEval-2024 Task 9: Using Pre-trained Language Models with LoRA for Multiple-choice Answering Tasks NAACL 2024
FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering NAACL 2024
Tied-LoRA: Enhancing parameter efficiency of LoRA with Weight Tying NAACL 2024
Optimizing Multilingual Euphemism Detection using Low-Rank Adaption Within and Across Languages NAACL 2024
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models NAACL 2024
Contextual Refinement of Translations: Large Language Models for Sentence and Document-Level Post-Editing NAACL 2024
RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization NAACL 2024
ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models NAACL 2024
Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications COLING 2024
LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models COLING 2024
NLoPT: N-gram Enhanced Low-Rank Task Adaptive Pre-training for Efficient Language Model Adaption COLING 2024
A Single Linear Layer Yields Task-Adapted Low-Rank Matrices COLING 2024
Sentence Segmentation and Sentence Punctuation Based on XunziALLM COLING 2024
AdaKron: An Adapter-based Parameter Efficient Model Tuning with Kronecker Product COLING 2024
WarwickNLP at SemEval-2024 Task 1: Low-Rank Cross-Encoders for Efficient Semantic Textual Relatedness SEMEVAL 2024
YNU-HPCC at SemEval-2024 Task 9: Using Pre-trained Language Models with LoRA for Multiple-choice Answering Tasks SEMEVAL 2024
dLoRA: Dynamically Orchestrating Requests and Adapters for LoRA LLM Serving OSDI 2024
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation NIPS 2024
SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening NIPS 2024
Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models NIPS 2024
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning NIPS 2024