Domain Adaptation

What if I ask in alia lingua? Measuring Functional Similarity Across Languages EMNLP 2025 What Limits Bidirectional Model’s Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning ICML 2025 Wheeled Lab: Modern Sim2Real for Low-cost, Open-source Wheeled Robotics CoRL 2025 When and How Does CLIP Enable Domain and Compositional Generalization? ICML 2025 When Cars Meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather WACV 2025 When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025 When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach ICLR 2025 When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class ICML 2025 When Multilingual Models Compete with Monolingual Domain-Specific Models in Clinical Question Answering NAACL 2025 When Open-Vocabulary Visual Question Answering Meets Causal Adapter: Benchmark and Approach AAAI 2025 When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025 When the Dictionary Strikes Back: A Case Study on Slovak Migration Location Term Extraction and NER via Rule-Based vs. LLM Methods ACL 2025 When to retrain a machine learning model ICML 2025 Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation IJCAI 2025 Where Frameworks (Dis)agree: A Study of Discourse Segmentation EMNLP 2025 Which Tasks Should Be Compressed Together? A Causal Discovery Approach for Efficient Multi-Task Representation Compression ICLR 2025 "Who experiences large model decay and why?" A Hierarchical Framework for Diagnosing Heterogeneous Performance Drift ICML 2025 WikiBigEdit: Understanding the Limits of Lifelong Knowledge Editing in LLMs ICML 2025 WildFake: A Large-Scale and Hierarchical Dataset for AI-Generated Images Detection AAAI 2025 Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding AAAI 2025 Word2Passage: Word-level Importance Re-weighting for Query Expansion ACL 2025 Word Clouds as Common Voices: LLM-Assisted Visualization of Participant-Weighted Themes in Qualitative Interviews EMNLP 2025 Word-Level Detection of Code-Mixed Hate Speech with Multilingual Domain Transfer ACL 2025 World Model Implanting for Test-time Adaptation of Embodied Agents ICML 2025 XCotton: Advancing AI-Enabled Hardware/Software Integrated System for Foreign Fiber Cleaning AAAI 2025