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

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

Cross-table Synthetic Tabular Data Detection COLING 2025

MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025

Random at GenAI Detection Task 3: A Hybrid Approach to Cross-Domain Detection of Machine-Generated Text with Adversarial Attack Mitigation COLING 2025

LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following COLING 2025

NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation CVPR 2025

A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. COLING 2025

tRAG: Term-level Retrieval-Augmented Generation for Domain-Adaptive Retrieval NAACL 2025

LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain NAACL 2025

Cross Domain Classification of Education Talk Turns COLING 2025

DAEA: Enhancing Entity Alignment in Real-World Knowledge Graphs Through Multi-Source Domain Adaptation COLING 2025

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

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

Perspective: Leveraging Domain Knowledge for Tabular Machine Learning in the Medical Domain ACL 2025

CoA: Towards Real Image Dehazing via Compression-and-Adaptation CVPR 2025

From Generalist to Specialist: A Survey of Large Language Models for Chemistry COLING 2025

Effect of Multilingual and Domain-adapted Continual Pre-training on Few-shot Promptability ACL 2025

Trace: Structural Riemannian Bridge Matching for Transferable Source Localization in Information Propagation IJCAI 2025

AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents COLING 2025

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

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

Preserving Multilingual Quality While Tuning Query Encoder on English Only NAACL 2025