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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

Learning Controllable Fair Representations AISTATS 2019
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification IJCNLP 2019
Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network IJCNLP 2019
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation IJCNLP 2019
Data Augmentation with Atomic Templates for Spoken Language Understanding IJCNLP 2019
Domain Adaptive Text Style Transfer IJCNLP 2019
Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection IJCNLP 2019
Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification IJCNLP 2019
On the Importance of Delexicalization for Fact Verification IJCNLP 2019
Adversarial Domain Adaptation for Machine Reading Comprehension IJCNLP 2019
Extracting Possessions from Social Media: Images Complement Language IJCNLP 2019
Transfer Anomaly Detection by Inferring Latent Domain Representations NIPS 2019
SemEval-2019 Task 9: Suggestion Mining from Online Reviews and Forums SEMEVAL 2019
Support and Invertibility in Domain-Invariant Representations AISTATS 2019
Saagie at Semeval-2019 Task 5: From Universal Text Embeddings and Classical Features to Domain-specific Text Classification SEMEVAL 2019
NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers SEMEVAL 2019
DIViS: Domain Invariant Visual Servoing for Collision-Free Goal Reaching RSS 2019
Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation CONLL 2019
Domain-agnostic Question-Answering with Adversarial Training EMNLP 2019
Improving Question Answering with External Knowledge EMNLP 2019
NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection EMNLP 2019
Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection EMNLP 2019
Towards a Unified End-to-End Approach for Fully Unsupervised Cross-Lingual Sentiment Analysis CONLL 2019
Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification CONLL 2019
S4G: Amodal Single-view Single-Shot SE(3) Grasp Detection in Cluttered Scenes CORL 2019