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Transfer Learning

458 directly classified papers

Papers per year

Papers

Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020
A Data-Centric Framework for Composable NLP Workflows EMNLP 2020
From English to Code-Switching: Transfer Learning with Strong Morphological Clues ACL 2020
Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning ACL 2020
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT EMNLP 2020
On the Language Neutrality of Pre-trained Multilingual Representations EMNLP 2020
Parsing All: Syntax and Semantics, Dependencies and Spans EMNLP 2020
Annotating the Pandemic: Named Entity Recognition and Normalisation in COVID-19 Literature EMNLP 2020
Early Exiting BERT for Efficient Document Ranking EMNLP 2020
Towards Language Agnostic Universal Representations ACL 2019
How Multilingual is Multilingual BERT? ACL 2019
Unsupervised Cross-Lingual Representation Learning ACL 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets ACL 2019
Best Practices for Learning Domain-Specific Cross-Lingual Embeddings ACL 2019
hULMonA: The Universal Language Model in Arabic ACL 2019
Cross-Domain NER using Cross-Domain Language Modeling ACL 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks IJCNLP 2019
Multilingual Factor Analysis ACL 2019
Unsupervised Joint Training of Bilingual Word Embeddings ACL 2019
Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition ACL 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks ACL 2019
En-Ar Bilingual Word Embeddings without Word Alignment: Factors Effects ACL 2019
NICT’s Supervised Neural Machine Translation Systems for the WMT19 News Translation Task ACL 2019
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers EMNLP 2019