Domain Adaptation

Context-Informed Neural ODEs Unexpectedly Identify Broken Symmetries: Insights from the Poincaré–Hopf Theorem ICML 2025 Context Minimization for Resource-Constrained Text Classification: Optimizing Performance-Efficiency Trade-offs through Linguistic Features EMNLP 2025 Contextual Augmentation for Entity Linking using Large Language Models COLING 2025 Contextualizing biological perturbation experiments through language ICLR 2025 Contextual Selection of Pseudo-terminology Constraints for Terminology-aware Neural Machine Translation in the IT Domain EMNLP 2025 Contextual Structure Knowledge Transfer for Graph Neural Networks AAAI 2025 Continual Generalized Category Discovery: Learning and Forgetting from a Bayesian Perspective ICML 2025 Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025 Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025 Contrastive Visual Data Augmentation ICML 2025 Controllable Blur Data Augmentation Using 3D-Aware Motion Estimation ICLR 2025 Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025 Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation WACV 2025 Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning ICML 2025 Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection COLING 2025 ControlMed: Adding Reasoning Control to Medical Language Model IJCNLP 2025 ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning EMNLP 2025 CoRAG: Collaborative Retrieval-Augmented Generation NAACL 2025 Core Knowledge Learning Framework for Graph AAAI 2025 Correcting the Tamazight Portions of FLORES+ and OLDI Seed Datasets EMNLP 2025 Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning CVPR 2025 COSDA: Counterfactual-based Susceptibility Risk Framework for Open-Set Domain Adaptation ICML 2025 COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation CVPR 2025 CoU-CU-DSG at BLP-2025 Task 1: Leveraging Weighted Probabilistic Fusion of Language Models for Bangla Hate Speech Detection AACL 2025 Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation ICML 2025