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Domain Adaptation

8656 directly classified papers

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Papers

Fine-Grained Transfer Learning for Harmful Content Detection through Label-Specific Soft Prompt Tuning NAACL 2025
Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model AAAI 2025
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning NAACL 2025
Improving Cancer Gene Prediction by Enhancing Common Information Between the PPI Network and Gene Functional Association AAAI 2025
How to Re-enable PDE Loss for Physical Systems Modeling Under Partial Observation AAAI 2025
tRAG: Term-level Retrieval-Augmented Generation for Domain-Adaptive Retrieval NAACL 2025
Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling AAAI 2025
An Evaluation Framework for Product Images Background Inpainting Based on Human Feedback and Product Consistency AAAI 2025
Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients AAAI 2025
DAMMFND: Domain-Aware Multimodal Multi-view Fake News Detection AAAI 2025
Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval AAAI 2025
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models NAACL 2025
Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. NAACL 2025
Patent-CR: A Dataset for Patent Claim Revision NAACL 2025
ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations NAACL 2025
DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models NAACL 2025
Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets NAACL 2025
Beyond Benchmarks: Building a Richer Cross-Document Event Coreference Dataset with Decontextualization NAACL 2025
Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations NAACL 2025
Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning EMNLP 2025
MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations EMNLP 2025
ICG: Improving Cover Image Generation via MLLM-based Prompting and Personalized Preference Alignment EMNLP 2025
Physics-based Generative Models for Geometrically Consistent and Interpretable Wireless Channel Synthesis IJCAI 2025
CalligraphicOCR for Chinese Calligraphy Recognition EMNLP 2025
JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences EMNLP 2025