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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval EMNLP 2021
Multi-Domain Multilingual Question Answering EMNLP 2021
Rethinking Why Intermediate-Task Fine-Tuning Works EMNLP 2021
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph EMNLP 2021
Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing EMNLP 2021
When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021
Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance EMNLP 2021
On the Cross-lingual Transferability of Contextualized Sense Embeddings EMNLP 2021
Findings of the WMT 2021 Shared Tasks in Unsupervised MT and Very Low Resource Supervised MT EMNLP 2021
Learning Universal Authorship Representations EMNLP 2021
Deep Streaming Label Learning ICML 2020
DYNOTEARS: Structure Learning from Time-Series Data AISTATS 2020
Accelerated Bayesian Optimisation through Weight-Prior Tuning AISTATS 2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking ACL 2020
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation ACL 2020
Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? ACL 2020
Your Classifier can Secretly Suffice Multi-Source Domain Adaptation NIPS 2020
MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures NIPS 2020
Accelerating Reinforcement Learning with Learned Skill Priors CORL 2020
A Semi-supervised Approach to Generate the Code-Mixed Text using Pre-trained Encoder and Transfer Learning EMNLP 2020
On Romanization for Model Transfer Between Scripts in Neural Machine Translation EMNLP 2020
Embedding Structured Dictionary Entries EMNLP 2020
NRC Systems for Low Resource German-Upper Sorbian Machine Translation 2020: Transfer Learning with Lexical Modifications EMNLP 2020
CUNI Systems for the Unsupervised and Very Low Resource Translation Task in WMT20 EMNLP 2020
Transfer Learning via $\ell_1$ Regularization NIPS 2020