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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

Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks AAAI 2020
MetaMT, a Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation AAAI 2020
Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA EMNLP 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits AAAI 2020
Statistical Learning with a Nuisance Component (Extended Abstract) IJCAI 2020
Distilling Multiple Domains for Neural Machine Translation EMNLP 2020
An Effective Domain Adaptive Post-Training Method for BERT in Response Selection INTERSPEECH 2020
Shared Space Transfer Learning for analyzing multi-site fMRI data NIPS 2020
The Phonetic Bases of Vocal Expressed Emotion: Natural versus Acted INTERSPEECH 2020
Self-adaptive Re-weighted Adversarial Domain Adaptation IJCAI 2020
Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning AAAI 2020
KnowBias: Detecting Political Polarity in Long Text Content (Student Abstract) AAAI 2020
Domain Adversarial Neural Networks for Dysarthric Speech Recognition INTERSPEECH 2020
Improving robustness against common corruptions by covariate shift adaptation NIPS 2020
Geometric Dataset Distances via Optimal Transport NIPS 2020
Guided Weak Supervision for Action Recognition with Scarce Data to Assess Skills of Children with Autism AAAI 2020
Context-Aware Automatic Text Simplification of Health Materials in Low-Resource Domains EMNLP 2020
Adapting Coreference Resolution to Twitter Conversations EMNLP 2020
BioMegatron: Larger Biomedical Domain Language Model EMNLP 2020
Ixamed’s submission description for WMT20 Biomedical shared task: benefits and limitations of using terminologies for domain adaptation EMNLP 2020
Huawei’s Submissions to the WMT20 Biomedical Translation Task EMNLP 2020
Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages EMNLP 2020
I Am Guessing You Can't Recognize This: Generating Adversarial Images for Object Detection Using Spatial Commonsense (Student Abstract) AAAI 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing EMNLP 2020
Domain Adaptive Classification on Heterogeneous Information Networks IJCAI 2020