Transfer Learning

Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers JMLR 2025 Predicting Fine-tuned Performance on Larger Datasets Before Creating Them COLING 2025 Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts AAAI 2025 Pre-training Auto-regressive Robotic Models with 4D Representations ICML 2025 Pretraining Strategies using Monolingual and Parallel Data for Low-Resource Machine Translation ACL 2025 ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling ACL 2025 Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms JMLR 2025 PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts SemEval 2025 Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages ACL 2025 Prompt Tuning Can Simply Adapt Large Language Models to Text Encoders NAACL 2025 PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025 PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation ICCV 2025 Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers COLING 2025 PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations ACL 2025 RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model NAACL 2025 RATHAN@DravidianLangTech 2025: Annaparavai - Separate the Authentic Human Reviews from AI-generated one NAACL 2025 RBG-AI: Benefits of Multilingual Language Models for Low-Resource Languages EMNLP 2025 ReactGPT: Understanding of Chemical Reactions via In-Context Tuning AAAI 2025 Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025 Recent Advancements and Challenges of Turkic Central Asian Language Processing COLING 2025 RecLM: Recommendation Instruction Tuning ACL 2025 Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ACL 2025 Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data ACL 2025 REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025 Reinforced Multi-teacher Knowledge Distillation for Efficient General Image Forgery Detection and Localization AAAI 2025