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

Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types COLING 2025

Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval COLING 2025

Feature Augmentation Based Test-Time Adaptation WACV 2025

ACL 2025 Industry Track: Overview ACL 2025

Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali COLING 2025

Take Shelter, Zanmi: Digitally Alerting Cyclone Victims in Their Languages ACL 2025

Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation EMNLP 2025

ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training WACV 2025

Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation NAACL 2025

From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models NAACL 2025

Domain Meets Typology: Predicting Verb-Final Order from Universal Dependencies for Financial and Blockchain NLP ACL 2025

BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models AAAI 2025

Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval ACL 2025

CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025

Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025

NCLTeam at SemEval-2025 Task 10: Enhancing Multilingual, multi-class, and Multi-Label Document Classification via Contrastive Learning Augmented Cascaded UNet and Embedding based Approaches SEMEVAL 2025

DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025

Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025

Faithful Transcription: Leveraging Bible Recordings to Improve ASR for Endangered Languages AACL 2025

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

FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025

Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models NAACL 2025

goodmen @ L-MT Shared Task: A Comparative Study of Neural Models for English-Hindi Legal Machine Translation IJCNLP 2025

Diffusion-based Source-biased Model for Single Domain Generalized Object Detection ICCV 2025

Toward Fair and Accurate Cross-Domain Medical Image Segmentation: A VLM-Driven Active Domain Adaptation Paradigm ICCV 2025