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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

Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022
Cross-Domain Few-Shot Graph Classification AAAI 2022
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers AAAI 2022
Cross-Lingual Adversarial Domain Adaptation for Novice Programming AAAI 2022
Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings AAAI 2022
Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features EMNLP 2022
Samsung R&D Institute Poland Participation in WMT 2022 EMNLP 2022
No Domain Left behind EMNLP 2022
The SPECTRANS System Description for the WMT22 Biomedical Task EMNLP 2022
Examining Large Pre-Trained Language Models for Machine Translation: What You Don’t Know about It EMNLP 2022
Optum’s Submission to WMT22 Biomedical Translation Tasks EMNLP 2022
Huawei BabelTar NMT at WMT22 Biomedical Translation Task: How We Further Improve Domain-specific NMT EMNLP 2022
HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022
PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations IJCAI 2022
Efficient Cluster-Based k-Nearest-Neighbor Machine Translation ACL 2022
Can Explanations Be Useful for Calibrating Black Box Models? ACL 2022
Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation ACL 2022
Leveraging Task Transferability to Meta-learning for Clinical Section Classification with Limited Data ACL 2022
Translating Robot Skills: Learning Unsupervised Skill Correspondences Across Robots ICML 2022
On Transportation of Mini-batches: A Hierarchical Approach ICML 2022
Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring ICML 2022
HuaAMS at SemEval-2022 Task 8: Combining Translation and Domain Pre-training for Cross-lingual News Article Similarity NAACL 2022
Task Transfer and Domain Adaptation for Zero-Shot Question Answering NAACL 2022
Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese NAACL 2022
Clinical Flair: A Pre-Trained Language Model for Spanish Clinical Natural Language Processing NAACL 2022