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

AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment COLING 2025

Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition COLING 2025

Geo-Spatially Informed Models for Geocoding Unstructured Addresses COLING 2025

BeefBot: Harnessing Advanced LLM and RAG Techniques for Providing Scientific and Technology Solutions to Beef Producers COLING 2025

Few-shot domain adaptation for named-entity recognition via joint constrained k-means and subspace selection COLING 2025

Unmasking the Imposters: How Censorship and Domain Adaptation Affect the Detection of Machine-Generated Tweets COLING 2025

Cross-lingual Social Misinformation Detector based on Hierarchical Mixture-of-Experts Adapter COLING 2025

Cross-Domain Fake News Detection based on Dual-Granularity Adversarial Training COLING 2025

Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval ACL 2025

Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation WACV 2025

From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine Translation COLING 2025

ME2-BERT: Are Events and Emotions what you need for Moral Foundation Prediction? COLING 2025

CDAˆ2: Counterfactual Diffusion Augmentation for Cross-Domain Adaptation in Low-Resource Sentiment Analysis COLING 2025

When Multilingual Models Compete with Monolingual Domain-Specific Models in Clinical Question Answering NAACL 2025

Cap2Aug: Caption Guided Image Data Augmentation WACV 2025

CareBot: A Pioneering Full-Process Open-Source Medical Language Model AAAI 2025

Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information EMNLP 2025

Data-Efficient Alignment in Medical Imaging via Reconfigurable Generative Networks WACV 2025

Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data AAAI 2025

DAMMFND: Domain-Aware Multimodal Multi-view Fake News Detection AAAI 2025

CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models NAACL 2025

In-Domain African Languages Translation Using LLMs and Multi-armed Bandits ACL 2025

Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework ACL 2025

When Cars Meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather WACV 2025

Mixed Patch Visible-Infrared Modality Agnostic Object Detection WACV 2025