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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

Multinomial Adversarial Networks for Multi-Domain Text Classification NAACL 2018
Pivot Based Language Modeling for Improved Neural Domain Adaptation NAACL 2018
What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training NAACL 2018
Learning Hidden Unit Contribution for Adapting Neural Machine Translation Models NAACL 2018
Natural Language to Structured Query Generation via Meta-Learning NAACL 2018
Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets NAACL 2018
Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging EMNLP 2018
Modeling Temporality of Human Intentions by Domain Adaptation EMNLP 2018
Convolutional Neural Network for Universal Sentence Embeddings COLING 2018
INGEOTEC at SemEval-2018 Task 1: EvoMSA and μTC for Sentiment Analysis SEMEVAL 2018
SeerNet at SemEval-2018 Task 1: Domain Adaptation for Affect in Tweets SEMEVAL 2018
Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge INTERSPEECH 2018
Image-level to Pixel-wise Labeling: From Theory to Practice IJCAI 2018
An Attribute Enhanced Domain Adaptive Model for Cold-Start Spam Review Detection COLING 2018
Adversarial Feature Adaptation for Cross-lingual Relation Classification COLING 2018
Speaker and Language Recognition -- From Laboratory Technologies to the Wild INTERSPEECH 2018
Inference-Invariant Transformation of Batch Normalization for Domain Adaptation of Acoustic Models INTERSPEECH 2018
Unpaired Multi-Domain Image Generation via Regularized Conditional GANs IJCAI 2018
Marginal Singularity, and the Benefits of Labels in Covariate-Shift COLT 2018
Structured Optimal Transport AISTATS 2018
Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy COLING 2018
Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning EMNLP 2018
Partial Transfer Learning With Selective Adversarial Networks CVPR 2018
Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation CVPR 2018
One-Shot Unsupervised Cross Domain Translation NIPS 2018