few-shot fine-tuning

Addressing Exacerbated Attention Sink for Source-Free Cross-Domain Few-Shot Learning CVPR 2026 Benchmarking Whisper for Low-Resource Speech Recognition: An N-Shot Evaluation on Pashto, Punjabi, and Urdu COLING 2025 COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning ICML 2025 Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data ICLR 2024 PID: Prompt-Independent Data Protection Against Latent Diffusion Models ICML 2024 RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Models ACL 2024 SJTU System Description for the WMT24 Low-Resource Languages of Spain Task EMNLP 2024 SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization NAACL 2024 Text2Afford: Probing Object Affordance Prediction abilities of Language Models solely from Text CoNLL 2024 Exploring Distributional Shifts in Large Language Models for Code Analysis EMNLP 2023 Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023 SegPrompt: Using Segmentation Map as a Better Prompt to Finetune Deep Models for Kidney Stone Classification MIDL 2023 Exploring Few-Shot Fine-Tuning Strategies for Models of Visually Grounded Speech Interspeech 2022 LM-BFF-MS: Improving Few-Shot Fine-tuning of Language Models based on Multiple Soft Demonstration Memory ACL 2022 Pathologies of Pre-trained Language Models in Few-shot Fine-tuning ACL 2022 Revisiting Few-sample BERT Fine-tuning ICLR 2021