Domain Adaptation

DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning CVPR 2025 Document-level Simplification and Illustration Generation Multimodal Coherence EMNLP 2025 Document Segmentation Matters for Retrieval-Augmented Generation ACL 2025 Does Context Matter? A Prosodic Comparison of English and Spanish in Monolingual and Multilingual Discourse Settings EMNLP 2025 Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings ACL 2025 Does Training on Synthetic Data Make Models Less Robust? NAACL 2025 Do LLMs have Consistent Values? ICLR 2025 Domain2Vec: Vectorizing Datasets to Find the Optimal Data Mixture without Training ICML 2025 Domain_adaptation at SemEval-2025 Task 11: Adversarial Domain Adaptation for Text-based Emotion Recognition SemEval 2025 Domain Adaptation of Foundation LLMs for e-Commerce ACL 2025 Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali COLING 2025 Domain-Adapted Diffusion Model for PROTAC Linker Design Through the Lens of Density Ratio in Chemical Space ICML 2025 Domain Adaptive Diabetic Retinopathy Grading with Model Absence and Flowing Data CVPR 2025 Domain Adaptive Unfolded Graph Neural Networks AAAI 2025 Domain-Generalized Object Anti-Spoofing: Bridging Gaps and Patch Selection for Robust Detection Across Domains WACV 2025 Domain Guidance: A Simple Transfer Approach for a Pre-trained Diffusion Model ICLR 2025 Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract) AAAI 2025 Domain-Level Disentanglement Framework Based on Information Enhancement for Cross-Domain Cold-Start Recommendation AAAI 2025 Domain Meets Typology: Predicting Verb-Final Order from Universal Dependencies for Financial and Blockchain NLP ACL 2025 Domain Prompt Learning with Quaternion Networks (Extended Abstract) IJCAI 2025 DoMIX: An Efficient Framework for Exploiting Domain Knowledge in Fine-Tuning ACL 2025 Do Multiple Instance Learning Models Transfer? ICML 2025 Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering EMNLP 2025 Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. NAACL 2025 Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection ICCV 2025