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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

3D-RADNet: Extracting labels from DICOM metadata for training general medical domain deep 3D convolution neural networks MIDL 2020
Noise Modeling, Synthesis and Classification for Generic Object Anti-Spoofing CVPR 2020
Online Depth Learning Against Forgetting in Monocular Videos CVPR 2020
NAIST’s Machine Translation Systems for IWSLT 2020 Conversational Speech Translation Task ACL 2020
Meta-Learning for Few-Shot NMT Adaptation ACL 2020
Distill, Adapt, Distill: Training Small, In-Domain Models for Neural Machine Translation ACL 2020
Class-Incremental Domain Adaptation ECCV 2020
Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020
Active Learning for Imbalanced Datasets WACV 2020
The IPN-CIC team system submission for the WMT 2020 similar language task EMNLP 2020
How Far Can We Go with Data Selection? A Case Study on Semantic Sequence Tagging Tasks EMNLP 2020
Transformer Based Multi-Source Domain Adaptation EMNLP 2020
Fact or Fiction: Verifying Scientific Claims EMNLP 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training EMNLP 2020
Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis EMNLP 2020
Multi-Stage Pre-training for Automated Chinese Essay Scoring EMNLP 2020
Iterative Domain-Repaired Back-Translation EMNLP 2020
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems EMNLP 2020
Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging EMNLP 2020
NLP North at WNUT-2020 Task 2: Pre-training versus Ensembling for Detection of Informative COVID-19 English Tweets EMNLP 2020
Event-Related Bias Removal for Real-time Disaster Events EMNLP 2020
Combining BERT with Static Word Embeddings for Categorizing Social Media EMNLP 2020
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media EMNLP 2020
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition EMNLP 2020
RL-CycleGAN: Reinforcement Learning Aware Simulation-to-Real CVPR 2020