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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

PROTEST-ER: Retraining BERT for Protest Event Extraction ACL 2021
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing NIPS 2021
Bidirectional Domain Adaptation Using Weighted Multi-Task Learning ACL 2021
BOUN at SemEval-2021 Task 9: Text Augmentation Techniques for Fact Verification in Tabular Data ACL 2021
Understanding and Mitigating Accuracy Disparity in Regression ICML 2021
Editing a classifier by rewriting its prediction rules NIPS 2021
Bayesian Adaptation for Covariate Shift NIPS 2021
Domain Invariant Representation Learning with Domain Density Transformations NIPS 2021
Adversarial Feature Desensitization NIPS 2021
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning NIPS 2021
Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NIPS 2021
Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data NIPS 2021
Learning to Augment for Data-scarce Domain BERT Knowledge Distillation AAAI 2021
LAMDA: Label Matching Deep Domain Adaptation ICML 2021
Dataset Dynamics via Gradient Flows in Probability Space ICML 2021
Cross-Register Projection for Headline Part of Speech Tagging EMNLP 2021
MLEC-QA: A Chinese Multi-Choice Biomedical Question Answering Dataset EMNLP 2021
Comparison of methods for explicit discourse connective identification across various domains EMNLP 2021
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking EMNLP 2021
Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction IJCAI 2021
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation IJCAI 2021
Predicting the Success of Domain Adaptation in Text Similarity ACL 2021
Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning NIPS 2021
Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification ACL 2021
Zero-Shot Day-Night Domain Adaptation With a Physics Prior ICCV 2021