Domain Adaptation

Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ACL 2025 Krey-All WMT 2025 CreoleMT System Description: Language Agnostic Strategies for Low-Resource Translation EMNLP 2025 Kuvost: A Large-Scale Human-Annotated English to Central Kurdish Speech Translation Dataset Driven from English Common Voice ACL 2025 Label Calibration in Source Free Domain Adaptation WACV 2025 Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification ACL 2025 Label Shift Meets Online Learning: Ensuring Consistent Adaptation with Universal Dynamic Regret CVPR 2025 LADA: Scalable Label-Specific CLIP Adapter for Continual Learning ICML 2025 LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation ICML 2025 LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization ICML 2025 Language-Assisted Feature Transformation for Anomaly Detection ICLR 2025 Language Constrained Multimodal Hyper Adapter For Many-to-Many Multimodal Summarization ACL 2025 Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025 Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation WACV 2025 Language Models Lack Temporal Generalization and Bigger is Not Better ACL 2025 Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts COLING 2025 Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice ICLR 2025 Large Language Models and Children Have Different Learning Trajectories in Determiner Acquisition EMNLP 2025 Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization EMNLP 2025 Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection CVPR 2025 Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis CVPR 2025 Latent Imputation before Prediction: A New Computational Paradigm for De Novo Peptide Sequencing ICML 2025 Latent Score-Based Reweighting for Robust Classification on Imbalanced Tabular Data ICML 2025 Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning ICCV 2025 LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain NAACL 2025 Lawma: The Power of Specialization for Legal Annotation ICLR 2025