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Domain Adaptation

8656 directly classified papers

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Papers

Rethinking Text-based Protein Understanding: Retrieval or LLM? EMNLP 2025
Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation AAAI 2025
FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection ICCV 2025
Feature Engineering is not Dead: A Step Towards State of the Art for Arabic Automated Essay Scoring EMNLP 2025
Grounded Answers from Multi-Passage Regulations: Learning-to-Rank for Regulatory RAG EMNLP 2025
Image-to-video Adaptation with Outlier Modeling and Robust Self-learning AAAI 2025
BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks EMNLP 2025
Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations EMNLP 2025
Cross-table Synthetic Tabular Data Detection COLING 2025
Advancing E-commerce Merchants Telemarketing with Synthetic Data-Driven LLMs EMNLP 2025
Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval EMNLP 2025
Document-level Simplification and Illustration Generation Multimodal Coherence EMNLP 2025
Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates EMNLP 2025
Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective EMNLP 2025
MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations EMNLP 2025
Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction EMNLP 2025
Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models WACV 2025
MissionGNN: Hierarchical Multimodal GNN-Based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation WACV 2025
Can Out-of-Domain Data Help to Learn Domain-Specific Prompts for Multimodal Misinformation Detection? WACV 2025
ABC-Former: Auxiliary Bimodal Cross-domain Transformer with Interactive Channel Attention for White Balance CVPR 2025
Does Training on Synthetic Data Make Models Less Robust? NAACL 2025
EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues CVPR 2025
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation WACV 2025
GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection EMNLP 2025
CoA: Towards Real Image Dehazing via Compression-and-Adaptation CVPR 2025