Transfer Learning

LLaMA-Adapter: Efficient Fine-tuning of Large Language Models with Zero-initialized Attention ICLR 2024 LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-Training EMNLP 2024 LlamaMTS: Optimizing Metastasis Detection with Llama Instruction Tuning and BERT-Based Ensemble in Italian Clinical Reports NAACL 2024 LLaMA Pro: Progressive LLaMA with Block Expansion ACL 2024 LLM Augmented LLMs: Expanding Capabilities through Composition ICLR 2024 LLM-based MT Data Creation: Dialectal to MSA Translation Shared Task COLING 2024 LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024 LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NeurIPS 2024 LLM Questionnaire Completion for Automatic Psychiatric Assessment EMNLP 2024 LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement EMNLP 2024 LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models NAACL 2024 LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-Tailed Multi-Label Visual Recognition ACL 2024 LMT-GP: Combined Latent Mean-Teacher and Gaussian Process for Semi-supervised Low-light Image Enhancement ECCV 2024 Local Curvature Smoothing with Stein's Identity for Efficient Score Matching NeurIPS 2024 Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild NeurIPS 2024 LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection AAAI 2024 Longformer: Longitudinal Transformer for Alzheimer's Disease Classification With Structural MRIs WACV 2024 LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks ACL 2024 LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation EMNLP 2024 Low Resource Question Answering: An Amharic Benchmarking Dataset COLING 2024 LT4SG@SMM4H’24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models ACL 2024 LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content CVPR 2024 Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NeurIPS 2024 LungAdapter: Efficient Adapting Audio Spectrogram Transformer for Lung Sound Classification Interspeech 2024 M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval COLING 2024