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Transfer Learning

3884 directly classified papers

Papers per year

Papers

A Falta de Pan, Buenas Son Tortas: The Efficacy of Predicted UPOS Tags for Low Resource UD Parsing ACL 2021
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021
Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks ACL 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases ACL 2021
Improving Formality Style Transfer with Context-Aware Rule Injection ACL 2021
Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study ACL 2021
AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation ACL 2021
Adversarial Training Reduces Information and Improves Transferability AAAI 2021
Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems AAAI 2021
Cross-Oilfield Reservoir Classification via Multi-Scale Sensor Knowledge Transfer AAAI 2021
Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 AAAI 2021
Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions AAAI 2021
Commonsense Knowledge Augmentation for Low-Resource Languages via Adversarial Learning AAAI 2021
Balanced Open Set Domain Adaptation via Centroid Alignment AAAI 2021
Hypothesis Disparity Regularized Mutual Information Maximization AAAI 2021
Lipschitz Lifelong Reinforcement Learning AAAI 2021
Sample Selection for Universal Domain Adaptation AAAI 2021
TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning AAAI 2021
An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract) AAAI 2021
Cross-Lingual Training of Dense Retrievers for Document Retrieval EMNLP 2021
GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval EMNLP 2021
Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer EMNLP 2021
Knowledge Distillation with Noisy Labels for Natural Language Understanding EMNLP 2021
Machine Extraction of Tax Laws from Legislative Texts EMNLP 2021
Multi-Level Transfer Learning from Near-Field to Far-Field Speaker Verification INTERSPEECH 2021