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

PolyuCBS at SMM4H 2024: LLM-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation ACL 2024
UWB at WASSA-2024 Shared Task 2: Cross-lingual Emotion Detection ACL 2024
Mixture-of-Subspaces in Low-Rank Adaptation EMNLP 2024
Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models EMNLP 2024
SRIB-NMT’s Submission to the Indic MT Shared Task in WMT 2024 EMNLP 2024
Exploring Intrinsic Language-specific Subspaces in Fine-tuning Multilingual Neural Machine Translation EMNLP 2024
MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models ACL 2024
ResLoRA: Identity Residual Mapping in Low-Rank Adaption ACL 2024
DistillMIKE: Editing Distillation of Massive In-Context Knowledge Editing in Large Language Models ACL 2024
Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning ACL 2024
ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification SEMEVAL 2024
LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models EMNLP 2024
Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models EMNLP 2024
Whisper-PMFA: Partial Multi-Scale Feature Aggregation for Speaker Verification using Whisper Models INTERSPEECH 2024
MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA AAAI 2024
LoRA-GA: Low-Rank Adaptation with Gradient Approximation NIPS 2024
Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection INTERSPEECH 2024
Beyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning COLING 2024
Dual-Pipeline with Low-Rank Adaptation for New Language Integration in Multilingual ASR INTERSPEECH 2024
Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation ACL 2024
PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud ACL 2024
SAML: Speaker Adaptive Mixture of LoRA Experts for End-to-End ASR INTERSPEECH 2024
LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models ACL 2024
DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024
Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space ACL 2024