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domain adaptation

4595 papers

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DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

Domain Adaptation for Sentiment Analysis Using Robust Internal Representations EMNLP 2023
EconBERTa: Towards Robust Extraction of Named Entities in Economics EMNLP 2023
Do “English” Named Entity Recognizers Work Well on Global Englishes? EMNLP 2023
Difference-Masking: Choosing What to Mask in Continued Pretraining EMNLP 2023
Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM EMNLP 2023
Selective Demonstrations for Cross-domain Text-to-SQL EMNLP 2023
Contrastive Pre-training for Personalized Expert Finding EMNLP 2023
Leveraging Domain Adaptation and Data Augmentation to Improve Qur’anic IR in English and Arabic EMNLP 2023
SuryaKiran at PragTag 2023 - Benchmarking Domain Adaptation using Masked Language Modeling in Natural Language Processing For Specialized Data EMNLP 2023
SynthNID: Synthetic Data to Improve End-to-end Bangla Document Key Information Extraction EMNLP 2023
Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting EMNLP 2023
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels EMNLP 2023
Biomedical Parallel Sentence Retrieval Using Large Language Models EMNLP 2023
The Path to Continuous Domain Adaptation Improvements by HW-TSC for the WMT23 Biomedical Translation Shared Task EMNLP 2023
Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification WACV 2023
Differentiable and Transportable Structure Learning ICML 2023
HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling CVPR 2023
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing WACV 2023
SimpleNet: A Simple Network for Image Anomaly Detection and Localization CVPR 2023
Generating Anomalies for Video Anomaly Detection With Prompt-Based Feature Mapping CVPR 2023
Out-of-Domain Robustness via Targeted Augmentations ICML 2023
PODIA-3D: Domain Adaptation of 3D Generative Model Across Large Domain Gap Using Pose-Preserved Text-to-Image Diffusion ICCV 2023
DomainAdaptor: A Novel Approach to Test-time Adaptation ICCV 2023
Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Groups ICCV 2023
Eliminating Domain Bias for Federated Learning in Representation Space NIPS 2023