Application Areas

Cycle Self-Training for Domain Adaptation NeurIPS 2021 DACBench: A Benchmark Library for Dynamic Algorithm Configuration IJCAI 2021 DACS: Domain Adaptation via Cross-Domain Mixed Sampling WACV 2021 DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation IJCAI 2021 dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python JMLR 2021 DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation CVPR 2021 DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training AAAI 2021 Data and Model Distillation as a Solution for Domain-transferable Fact Verification NAACL 2021 Data Augmentation by Concatenation for Low-Resource Translation: A Mystery and a Solution ACL 2021 Data Augmentation Can Improve Robustness NeurIPS 2021 Data Augmentation for Abstractive Query-Focused Multi-Document Summarization AAAI 2021 Data Augmentation for Cross-Domain Named Entity Recognition EMNLP 2021 Data augmentation for deep learning based accelerated MRI reconstruction with limited data ICML 2021 Data Augmentation for Graph Neural Networks AAAI 2021 Data Augmentation for Hypernymy Detection EACL 2021 Data augmentation for low-resource grapheme-to-phoneme mapping ACL 2021 Data Augmentation for Meta-Learning ICML 2021 Data Augmentation for Spoken Language Understanding via Pretrained Language Models Interspeech 2021 Data Augmentation for Text Generation Without Any Augmented Data ACL 2021 Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase EACL 2021 Data Augmentation Methods for Anaphoric Zero Pronouns EMNLP 2021 Data Augmentation Methods for End-to-End Speech Recognition on Distant-Talk Scenarios Interspeech 2021 Data Augmentation of Incorporating Real Error Patterns and Linguistic Knowledge for Grammatical Error Correction CoNLL 2021 Data Augmentation with Adversarial Training for Cross-Lingual NLI ACL 2021 Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing EMNLP 2021