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Transfer Learning

3884 directly classified papers

Papers per year

Papers

When Do You Need Billions of Words of Pretraining Data? ACL 2021
Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation IJCNLP 2021
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER ACL 2021
How to Train BERT with an Academic Budget EMNLP 2021
CLUZH at SIGMORPHON 2021 Shared Task on Multilingual Grapheme-to-Phoneme Conversion: Variations on a Baseline ACL 2021
IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization EMNLP 2021
Improving Punctuation Restoration for Speech Transcripts via External Data EMNLP 2021
NoahNMT at WMT 2021: Dual Transfer for Very Low Resource Supervised Machine Translation EMNLP 2021
NRC-CNRC Systems for Upper Sorbian-German and Lower Sorbian-German Machine Translation 2021 EMNLP 2021
Language Model Pretraining and Transfer Learning for Very Low Resource Languages EMNLP 2021
Sesame Street to Mount Sinai: BERT-constrained character-level Moses models for multilingual lexical normalization EMNLP 2021
ParsTwiNER: A Corpus for Named Entity Recognition at Informal Persian EMNLP 2021
The IICT-Yverdon System for the WMT 2021 Unsupervised MT and Very Low Resource Supervised MT Task EMNLP 2021
Similar Language Translation for Catalan, Portuguese and Spanish Using Marian NMT EMNLP 2021
Limitations of Knowledge Distillation for Zero-shot Transfer Learning EMNLP 2021
Automatic Resolution of Domain Name Disputes EMNLP 2021
Learning Data Augmentation Schedules for Natural Language Processing EMNLP 2021
Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables EMNLP 2021
Hate Speech Detection Based on Sentiment Knowledge Sharing ACL 2021
jurBERT: A Romanian BERT Model for Legal Judgement Prediction EMNLP 2021
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks EMNLP 2021
AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models EMNLP 2021
The Fujitsu DMATH Submissions for WMT21 News Translation and Biomedical Translation Tasks EMNLP 2021
Low Resource Similar Language Neural Machine Translation for Tamil-Telugu EMNLP 2021
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation ACL 2021