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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Translation Transformers Rediscover Inherent Data Domains EMNLP 2021
HW-TSC’s Submissions to the WMT21 Biomedical Translation Task EMNLP 2021
Ensemble Fine-tuned mBERT for Translation Quality Estimation EMNLP 2021
The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task EMNLP 2021
Quality Estimation Using Dual Encoders with Transfer Learning EMNLP 2021
Phrase-level Active Learning for Neural Machine Translation EMNLP 2021
SpanAlign: Efficient Sequence Tagging Annotation Projection into Translated Data applied to Cross-Lingual Opinion Mining EMNLP 2021
Understanding Model Robustness to User-generated Noisy Texts EMNLP 2021
Contrapositive Local Class Inference EMNLP 2021
Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction EMNLP 2021
Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection CVPR 2021
Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution CVPR 2021
Transferable Semantic Augmentation for Domain Adaptation CVPR 2021
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction CVPR 2021
Meta Learning for Support Recovery in High-dimensional Precision Matrix Estimation ICML 2021
Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models EACL 2021
A Systematic Review of Reproducibility Research in Natural Language Processing EACL 2021
Leveraging knowledge sources for detecting self-reports of particular health issues on social media EACL 2021
A Little Pretraining Goes a Long Way: A Case Study on Dependency Parsing Task for Low-resource Morphologically Rich Languages EACL 2021
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction IJCNLP 2021
OntoED: Low-resource Event Detection with Ontology Embedding IJCNLP 2021
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains IJCNLP 2021
Multilingual Dependency Parsing for Low-Resource African Languages: Case Studies on Bambara, Wolof, and Yoruba IJCNLP 2021
PhotoChat: A Human-Human Dialogue Dataset With Photo Sharing Behavior For Joint Image-Text Modeling IJCNLP 2021
StructuralLM: Structural Pre-training for Form Understanding IJCNLP 2021