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Transfer Learning

1113 directly classified papers

Papers per year

Papers

UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP IJCNLP 2021
A Theory of Label Propagation for Subpopulation Shift ICML 2021
A Discriminative Technique for Multiple-Source Adaptation ICML 2021
Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer ICML 2021
Near-Optimal Linear Regression under Distribution Shift ICML 2021
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings ICML 2021
The Global Banking Standards QA Dataset (GBS-QA) EMNLP 2021
Corporate Bankruptcy Prediction with Domain-Adapted BERT EMNLP 2021
Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks EMNLP 2021
The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding EMNLP 2021
Adam Mickiewicz University’s English-Hausa Submissions to the WMT 2021 News Translation Task EMNLP 2021
Improving Similar Language Translation With Transfer Learning EMNLP 2021
SemEval-2021 Task 8: MeasEval – Extracting Counts and Measurements and their Related Contexts ACL 2021
Mediated Uncoupled Learning: Learning Functions without Direct Input-output Correspondences ICML 2021
LogME: Practical Assessment of Pre-trained Models for Transfer Learning ICML 2021
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models ACL 2021
Transfer Learning-Based Cough Representations for Automatic Detection of COVID-19 INTERSPEECH 2021
Contrapositive Local Class Inference EMNLP 2021
The Fujitsu DMATH Submissions for WMT21 News Translation and Biomedical Translation Tasks EMNLP 2021
Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning MIDL 2021
NoahNMT at WMT 2021: Dual Transfer for Very Low Resource Supervised Machine Translation EMNLP 2021
Can Character-based Language Models Improve Downstream Task Performances In Low-Resource And Noisy Language Scenarios? EMNLP 2021
BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets EMNLP 2021
Continual Adaptation of Visual Representations via Domain Randomization and Meta-Learning CVPR 2021
Self-Adapter at SemEval-2021 Task 10: Entropy-based Pseudo-Labeler for Source-free Domain Adaptation ACL 2021