parameter-efficient fine-tuning

MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning EMNLP 2024 More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs EMNLP 2024 MTLoRA: Low-Rank Adaptation Approach for Efficient Multi-Task Learning CVPR 2024 MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024 Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications COLING 2024 Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024 Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent EMNLP 2024 NLPDame at ClimateActivism 2024: Mistral Sequence Classification with PEFT for Hate Speech, Targets and Stance Event Detection EACL 2024 nlp_enjoyers at TextGraphs-17 Shared Task: Text-Graph Representations for Knowledge Graph Question Answering using all-MPNet ACL 2024 No-Reference Speech Intelligibility Prediction Leveraging a Noisy-Speech ASR Pre-Trained Model Interspeech 2024 Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE ICLR 2024 OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning CVPR 2024 On the Intractability to Synthesize Factual Inconsistencies in Summarization EACL 2024 Optimizing Multilingual Euphemism Detection using Low-Rank Adaption Within and Across Languages NAACL 2024 OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models AAAI 2024 PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization NeurIPS 2024 Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR EMNLP 2024 Parameter-Efficient Adapter Based on Pre-trained Models for Speech Translation Interspeech 2024 Parameter-Efficient Conversational Recommender System as a Language Processing Task EACL 2024 Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity MIDL 2024 Parameter-Efficient Fine-Tuning: Is There An Optimal Subset of Parameters to Tune? EACL 2024 Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain NAACL 2024 Parameter-efficient Fine-tuning of Speaker-Aware Dynamic Prompts for Speaker Verification Interspeech 2024 Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model CVPR 2024 Parameter-Efficient Generation of Natural Language Explanations for Chest X-ray Classification MIDL 2024