Transfer Learning

Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment AAAI 2020 Unsupervised Hierarchy Matching with Optimal Transport over Hyperbolic Spaces AISTATS 2020 Unsupervised Nonlinear Feature Selection from High-Dimensional Signed Networks AAAI 2020 Unsupervised Transfer Learning for Spatiotemporal Predictive Networks ICML 2020 UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT SemEval 2020 UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models SemEval 2020 UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis SemEval 2020 UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts Using Transformers and Multi-Task Learning SemEval 2020 Using Eye-tracking Data to Predict the Readability of Brazilian Portuguese Sentences in Single-task, Multi-task and Sequential Transfer Learning Approaches COLING 2020 Using the Past Knowledge to Improve Sentiment Classification EMNLP 2020 Variational Imitation Learning with Diverse-quality Demonstrations ICML 2020 Visual Domain Adaptation by Consensus-Based Transfer to Intermediate Domain AAAI 2020 Visually Grounded Continual Learning of Compositional Phrases EMNLP 2020 vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations ICLR 2020 WantWords: An Open-source Online Reverse Dictionary System EMNLP 2020 Warren at SemEval-2020 Task 4: ALBERT and Multi-Task Learning for Commonsense Validation SemEval 2020 Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects CVPR 2020 Weakly Supervised POS Taggers Perform Poorly on Truly Low-Resource Languages AAAI 2020 Weakly Supervised Sequence Tagging from Noisy Rules AAAI 2020 What is being transferred in transfer learning? NeurIPS 2020 XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques EMNLP 2020 XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization EMNLP 2020 Zero-Shot Crosslingual Sentence Simplification EMNLP 2020 Zero-Shot Cross-Lingual Transfer with Meta Learning EMNLP 2020 Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking ACL 2020