parameter-efficient fine-tuning

Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering EMNLP 2024 SelfCodeAlign: Self-Alignment for Code Generation NeurIPS 2024 Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning ACL 2024 Sentence Segmentation and Sentence Punctuation Based on XunziALLM COLING 2024 Sequential LLM Framework for Fashion Recommendation EMNLP 2024 Shared-Adapters: A Novel Transformer-based Parameter Efficient Transfer Learning Approach For Children’s Automatic Speech Recognition Interspeech 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 SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning ACL 2024 SimDA: Simple Diffusion Adapter for Efficient Video Generation CVPR 2024 Soft Prompt Recovers Compressed LLMs, Transferably ICML 2024 Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More EACL 2024 SparseFit: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations ACL 2024 SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers EMNLP 2024 Sparse High Rank Adapters NeurIPS 2024 Speaker Personalization for Automatic Speech Recognition using Weight-Decomposed Low-Rank Adaptation Interspeech 2024 Spectral Adapter: Fine-Tuning in Spectral Space NeurIPS 2024 Speech and Language Recognition with Low-rank Adaptation of Pretrained Models Interspeech 2024 Speech-based Slot Filling using Large Language Models ACL 2024 Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models Interspeech 2024 SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models ICML 2024 SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models EMNLP 2024 SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation CVPR 2024 STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models ACL 2024 Stochastic Fine-Tuning of Language Models Using Masked Gradients EMNLP 2024