Transfer Learning

Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? EMNLP 2021 Transformer Based End-to-End Mispronunciation Detection and Diagnosis Interspeech 2021 Transitional Adaptation of Pretrained Models for Visual Storytelling CVPR 2021 TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search CVPR 2021 TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning AAAI 2021 Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction ACL 2021 TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation EACL 2021 T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation ICCV 2021 Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer NeurIPS 2021 Turkish WordNet KeNet EACL 2021 Two Training Strategies for Improving Relation Extraction over Universal Graph EACL 2021 U-BERT: Pre-training User Representations for Improved Recommendation AAAI 2021 UCB-based Algorithms for Multinomial Logistic Regression Bandits NeurIPS 2021 UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization NAACL 2021 UIT-E10dot3 at SemEval-2021 Task 5: Toxic Spans Detection with Named Entity Recognition and Question-Answering Approaches SemEval 2021 UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions SemEval 2021 UNBNLP at SemEval-2021 Task 1: Predicting lexical complexity with masked language models and character-level encoders SemEval 2021 Uncertainty Estimation in Autoregressive Structured Prediction ICLR 2021 Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability ICML 2021 Uncovering the Limits of Text-based Emotion Detection EMNLP 2021 Understanding Partial Multi-Label Learning via Mutual Information NeurIPS 2021 UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021 Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources NAACL 2021 UniRE: A Unified Label Space for Entity Relation Extraction ACL 2021 UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data ICML 2021