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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Continual Learning in Multilingual NMT via Language-Specific Embeddings EMNLP 2021
HW-TSC’s Participation in the WMT 2021 Large-Scale Multilingual Translation Task EMNLP 2021
Improving Similar Language Translation With Transfer Learning EMNLP 2021
The NiuTrans Machine Translation Systems for WMT21 EMNLP 2021
Small Model and In-Domain Data Are All You Need EMNLP 2021
Adam Mickiewicz University’s English-Hausa Submissions to the WMT 2021 News Translation Task EMNLP 2021
Scaling Digital Screen Reading With One-Shot Learning and Re-Identification WACV 2021
MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation EMNLP 2021
Allegro.eu Submission to WMT21 News Translation Task EMNLP 2021
Miðeind’s WMT 2021 Submission EMNLP 2021
Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs EMNLP 2021
ADA-AT/DT: An Adversarial Approach for Cross-Domain and Cross-Task Knowledge Transfer WACV 2021
CUNI Systems in WMT21: Revisiting Backtranslation Techniques for English-Czech NMT EMNLP 2021
The TALP-UPC Participation in WMT21 News Translation Task: an mBART-based NMT Approach EMNLP 2021
Tune in: The AFRL WMT21 News-Translation Systems EMNLP 2021
The University of Edinburgh’s English-German and English-Hausa Submissions to the WMT21 News Translation Task EMNLP 2021
Limitations of Knowledge Distillation for Zero-shot Transfer Learning EMNLP 2021
On the Cross-lingual Transferability of Contextualized Sense Embeddings EMNLP 2021
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? EMNLP 2021
Clustering Monolingual Vocabularies to Improve Cross-Lingual Generalization EMNLP 2021
Language Models are Few-shot Multilingual Learners EMNLP 2021
Backtranslation in Neural Morphological Inflection EMNLP 2021
The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation EMNLP 2021
Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks EMNLP 2021
Corporate Bankruptcy Prediction with Domain-Adapted BERT EMNLP 2021