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Transfer Learning

8,078 papers

Papers per year

Papers

Pushing the Limits of AMR Parsing with Self-Learning EMNLP 2020
Towards Zero-Shot Conditional Summarization with Adaptive Multi-Task Fine-Tuning EMNLP 2020
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer EMNLP 2020
Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling EMNLP 2020
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher EMNLP 2020
Global Bootstrapping Neural Network for Entity Set Expansion EMNLP 2020
Document Classification for COVID-19 Literature EMNLP 2020
NLP Service APIs and Models for Efficient Registration of New Clients EMNLP 2020
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization EMNLP 2020
STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval EMNLP 2020
Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language? EMNLP 2020
LIMIT-BERT : Linguistics Informed Multi-Task BERT EMNLP 2020
PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation EMNLP 2020
Exploiting Unsupervised Data for Emotion Recognition in Conversations EMNLP 2020
Developing a New Classifier for Automated Identification of Incivility in Social Media EMNLP 2020
Evaluation of Transfer Learning for Adverse Drug Event (ADE) and Medication Entity Extraction EMNLP 2020
BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition EMNLP 2020
Cancer Registry Information Extraction via Transfer Learning EMNLP 2020
Learning from Unlabelled Data for Clinical Semantic Textual Similarity EMNLP 2020
Learning Pronoun Case from Distributional Cues: Flexible Frames for Case Acquisition EMNLP 2020
Classifying Syntactic Errors in Learner Language EMNLP 2020
Recurrent babbling: evaluating the acquisition of grammar from limited input data EMNLP 2020
Learning to ground medical text in a 3D human atlas EMNLP 2020
Continual Adaptation for Efficient Machine Communication EMNLP 2020
MRP 2020: The Second Shared Task on Cross-Framework and Cross-Lingual Meaning Representation Parsing EMNLP 2020