domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

How Much Pretraining Does Structured Data Need? EACL 2026

Explaining Generalization of AI-Generated Text Detectors Through Linguistic Analysis EACL 2026

What Does Infect Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs EACL 2026

IYKYK: Using language models to decode extremist cryptolects EACL 2026

LEMUR: A Corpus for Robust Fine-Tuning of Multilingual Law Embedding Models for Retrieval EACL 2026

Adapting Vision-Language Models for E-commerce Understanding at Scale EACL 2026

Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions EACL 2026

TELLME: Test-Enhanced Learning for Language Model Enrichment EACL 2026

Weakly Supervised Named Entity Recognition for Historical Texts EACL 2026

Out-Of-Tune rather than Fine-Tuned: How Pre-training, Fine-tuning and Tokenization Affect Semantic Similarity in a Historical, Non-Standardized Domain EACL 2026

How Far Can Pretrained LLMs Go in Symbolic Music? Controlled Comparisons of Supervised and Preference-based Adaptation EACL 2026

Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation EACL 2026

Enhancing Automatic Speech Recognition Models for Maternal and Reproductive Health: Fine-Tuning and Real-World Evaluation in Wolof EACL 2026

Linguistic Blind Spots in Clinical Decision Extraction EACL 2026

Multi-modal Neural Machine Translation for Low-Resource Classical Persian Poetry: A Culture-Aware Evaluation EACL 2026

Quantifying Social Sentiment in Hostels Using A Domain-Specific Transformer Pipeline EACL 2026

Towards Distance-Invariant Radio Frequency Fingerprinting via Augmented Unsupervised Learning AAAI 2026

From Blind Transfer to Wise Selection: Prototype-Driven Neighbor-Domain Adaptation for Fake News Detection AAAI 2026

AdaField: Generalizable Surface Pressure Modeling with Physics-Informed Pre-training and Flow-Conditioned Adaptation AAAI 2026

DogFit: Domain-guided Fine-tuning for Efficient Transfer Learning of Diffusion Models AAAI 2026

First Learn, Then Review: Human-Like Continual Learning for Cross-View Geo-Localization with Limited Field of View AAAI 2026

Cross-domain Joint Learning with Prototype-guided Mixture-of-Experts for Infrared Moving Small Target Detection AAAI 2026

Towards Unified Vision-Language Models with Incomplete Multi-Modal Inputs AAAI 2026

Domain Adaptation Guided Infrared and Visible Image Fusion AAAI 2026

Lifelong Domain Adaptive 3D Human Pose Estimation AAAI 2026