Transfer Learning

Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021 Taskography: Evaluating robot task planning over large 3D scene graphs CoRL 2021 Taskology: Utilizing Task Relations at Scale CVPR 2021 Task-Oriented Dialog Systems for Dravidian Languages EACL 2021 Task-Specific Pre-Training and Cross Lingual Transfer for Sentiment Analysis in Dravidian Code-Switched Languages EACL 2021 Task Switching Network for Multi-Task Learning ICCV 2021 Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning (Student Abstract) AAAI 2021 TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations EMNLP 2021 Teachable Reinforcement Learning via Advice Distillation NeurIPS 2021 Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection ACL 2021 TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with Transformers EACL 2021 Technical Question Answering across Tasks and Domains NAACL 2021 TempLe: Learning Template of Transitions for Sample Efficient Multi-task RL AAAI 2021 Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media EMNLP 2021 Test-Time Personalization with a Transformer for Human Pose Estimation NeurIPS 2021 Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction ACL 2021 The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding EMNLP 2021 The Global Banking Standards QA Dataset (GBS-QA) EMNLP 2021 The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models CVPR 2021 The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation EMNLP 2021 The Recurrent Neural Tangent Kernel ICLR 2021 The Role of Global Labels in Few-Shot Classification and How to Infer Them NeurIPS 2021 The Task Specification Problem CoRL 2021 The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation NeurIPS 2021 THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation SemEval 2021