Transfer Learning

XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification IJCNLP 2025 XL-Suite: Cross-Lingual Synthetic Training and Evaluation Data for Open-Ended Generation EMNLP 2025 Yankari: Monolingual Yoruba Dataset ACL 2025 Yo'Chameleon: Personalized Vision and Language Generation CVPR 2025 YodiV3: NLP for Togolese Languages with Eyaa-Tom Dataset and the Lom Metric ACL 2025 You Are What You Train: Effects of Data Composition on Training Context-aware Machine Translation Models EMNLP 2025 You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL NAACL 2025 ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition AAAI 2025 Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation EMNLP 2025 Zeroth-Order Fine-Tuning of LLMs with Transferable Static Sparsity ICLR 2025 Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning NeurIPS 2024 3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NeurIPS 2024 Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024 Accelerating Augmentation Invariance Pretraining NeurIPS 2024 A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning NeurIPS 2024 A Closer Look at the Limitations of Instruction Tuning ICML 2024 A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery EMNLP 2024 A Critical Evaluation of AI Feedback for Aligning Large Language Models NeurIPS 2024 ActiveDC: Distribution Calibration for Active Finetuning CVPR 2024 AdaKron: An Adapter-based Parameter Efficient Model Tuning with Kronecker Product COLING 2024 AdaMerging: Adaptive Model Merging for Multi-Task Learning ICLR 2024 Adapters Strike Back CVPR 2024 Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) AAAI 2024 Adapting Pretrained ViTs with Convolution Injector for Visuo-Motor Control ICML 2024 Adaptive Domain Learning for Cross-domain Image Denoising NeurIPS 2024