Transfer Learning

Planning with Abstract Learned Models While Learning Transferable Subtasks AAAI 2020 Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP ICLR 2020 Pointwise Paraphrase Appraisal is Potentially Problematic ACL 2020 Positive-Unlabeled Reward Learning CoRL 2020 POSTECH Submission on Duolingo Shared Task ACL 2020 Predicting Personal Opinion on Future Events with Fingerprints COLING 2020 Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks EMNLP 2020 Predictive Student Modeling in Educational Games with Multi-Task Learning AAAI 2020 Pretrained Language Models and Backtranslation for English-Basque Biomedical Neural Machine Translation EMNLP 2020 Pre-training via Leveraging Assisting Languages for Neural Machine Translation ACL 2020 PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation EMNLP 2020 Probing Task-Oriented Dialogue Representation from Language Models EMNLP 2020 Provable Representation Learning for Imitation Learning via Bi-level Optimization ICML 2020 Provably Efficient Third-Person Imitation from Offline Observation UAI 2020 PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision EMNLP 2020 PUM at SemEval-2020 Task 12: Aggregation of Transformer-based Models’ Features for Offensive Language Recognition SemEval 2020 Pushing the Limits of AMR Parsing with Self-Learning EMNLP 2020 QiaoNing at SemEval-2020 Task 4: Commonsense Validation and Explanation System Based on Ensemble of Language Model SemEval 2020 Quantifying the Effects of COVID-19 on Mental Health Support Forums EMNLP 2020 QuASE: Question-Answer Driven Sentence Encoding ACL 2020 Rapid RNN-T Adaptation Using Personalized Speech Synthesis and Neural Language Generator Interspeech 2020 RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion COLING 2020 Recovery of sparse linear classifiers from mixture of responses NeurIPS 2020 Regularizing CNN Transfer Learning With Randomised Regression CVPR 2020 Reinforced Curriculum Learning on Pre-Trained Neural Machine Translation Models AAAI 2020