Transfer Learning

WAVE: Weight Templates for Adaptive Initialization of Variable-sized Models CVPR 2025 Weak2Wise: An Automated, Lightweight Framework for Weak-LLM-Friendly Reasoning Synthesis EMNLP 2025 Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model ICLR 2025 Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding ACL 2025 WEPO: Web Element Preference Optimization for LLM-based Web Navigation AAAI 2025 What Causes Knowledge Loss in Multilingual Language Models? ACL 2025 What is it? Towards a Generalizable Native American Language Identification System NAACL 2025 What is the Right Notion of Distance between Predict-then-Optimize Tasks? UAI 2025 When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs EMNLP 2025 When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025 When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers ICLR 2025 When Scripts Diverge: Strengthening Low-Resource Neural Machine Translation Through Phonetic Cross-Lingual Transfer EMNLP 2025 When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025 Where Are We? Evaluating LLM Performance on African Languages ACL 2025 Whispering in Ol Chiki: Cross-Lingual Transfer Learning for Santali Speech Recognition IJCNLP 2025 Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents ACL 2025 World Model Implanting for Test-time Adaptation of Embodied Agents ICML 2025 WST: Wavelet-Based Multi-scale Tuning for Visual Transfer Learning AAAI 2025 XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML EMNLP 2025 XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning AAAI 2025 YNU-HPCC at SemEval-2025 Task3: Leveraging Zero-Shot Learning for Halluciantion Detection SemEval 2025 YodiV3: NLP for Togolese Languages with Eyaa-Tom Dataset and the Lom Metric ACL 2025 You are an LLM teaching a smaller model everything you know: Multi-task pretraining of language models with LLM-designed study plans EMNLP 2025 Zero at SemEval-2025 Task 11: Multilingual Emotion Classification with BERT Variants: A Comparative Study SemEval 2025 ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition AAAI 2025