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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

Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization ICML 2022
Domain Adaptation for Time Series Forecasting via Attention Sharing ICML 2022
Asymmetric Mutual Learning for Multi-source Unsupervised Sentiment Adaptation with Dynamic Feature Network COLING 2022
CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection COLING 2022
Iterative Alignment Flows AISTATS 2022
A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality AISTATS 2022
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection IJCNLP 2022
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps IJCNLP 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations IJCNLP 2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification IJCNLP 2022
Domain Specific Sub-network for Multi-Domain Neural Machine Translation IJCNLP 2022
Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays IJCNLP 2022
PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature IJCNLP 2022
Domain Agnostic Few-shot Learning for Speaker Verification INTERSPEECH 2022
Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification INTERSPEECH 2022
Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification INTERSPEECH 2022
Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data INTERSPEECH 2022
Schema Encoding for Transferable Dialogue State Tracking COLING 2022
A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products COLING 2022
Conversational QA Dataset Generation with Answer Revision COLING 2022
Domain Adaptation for Question Answering via Question Classification COLING 2022
Domain-Specific NER via Retrieving Correlated Samples COLING 2022
Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing COLING 2022
Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer COLING 2022
A Two Stage Adaptation Framework for Frame Detection via Prompt Learning COLING 2022