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domain adaptation

4595 papers

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Also known as

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

Cross-View Regularization for Domain Adaptive Panoptic Segmentation CVPR 2021
Joint Generative and Contrastive Learning for Unsupervised Person Re-Identification CVPR 2021
Transferable Semantic Augmentation for Domain Adaptation CVPR 2021
Domain-Robust VQA With Diverse Datasets and Methods but No Target Labels CVPR 2021
Open Domain Generalization with Domain-Augmented Meta-Learning CVPR 2021
A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging EMNLP 2021
DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction EMNLP 2021
Robust Retrieval Augmented Generation for Zero-shot Slot Filling EMNLP 2021
Pre-train or Annotate? Domain Adaptation with a Constrained Budget EMNLP 2021
TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection EMNLP 2021
Cross-Domain Label-Adaptive Stance Detection EMNLP 2021
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP EMNLP 2021
Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing EMNLP 2021
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media EMNLP 2021
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration EMNLP 2021
Coreference Resolution for the Biomedical Domain: A Survey EMNLP 2021
Improving Span Representation for Domain-adapted Coreference Resolution EMNLP 2021
Corporate Bankruptcy Prediction with Domain-Adapted BERT EMNLP 2021
Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks EMNLP 2021
The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation EMNLP 2021
JuriBERT: A Masked-Language Model Adaptation for French Legal Text EMNLP 2021
Legal Terminology Extraction with the Termolator EMNLP 2021
Efficient Domain Adaptation of Language Models via Adaptive Tokenization EMNLP 2021
Illinois Japanese ↔ English News Translation for WMT 2021 EMNLP 2021
MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation EMNLP 2021