Transfer Learning

Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator ICCV 2021 Weighted model estimation for offline model-based reinforcement learning NeurIPS 2021 What’s a good imputation to predict with missing values? NeurIPS 2021 What transfers in morphological inflection? Experiments with analogical models ACL 2021 When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation ACL 2021 Whit’s the Richt Pairt o Speech: PoS tagging for Scots EACL 2021 Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning NeurIPS 2021 Wide-Baseline Relative Camera Pose Estimation With Directional Learning CVPR 2021 Wikipedia Entities as Rendezvous across Languages: Grounding Multilingual Language Models by Predicting Wikipedia Hyperlinks NAACL 2021 Word Reordering for Zero-shot Cross-lingual Structured Prediction EMNLP 2021 X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing ACL 2021 XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ACL 2021 XL-WSD: An Extra-Large and Cross-Lingual Evaluation Framework for Word Sense Disambiguation AAAI 2021 X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering NAACL 2021 XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation EMNLP 2021 YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification Objective SemEval 2021 YoungSheldon at SemEval-2021 Task 7: Fine-tuning Is All You Need SemEval 2021 Zero Pronouns Identification based on Span prediction ACL 2021 Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection EACL 2021 Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders EMNLP 2021 Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 2021 Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation EACL 2021 Zero-Shot Recognition via Optimal Transport WACV 2021 Zoo-Tuning: Adaptive Transfer from A Zoo of Models ICML 2021 ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning NAACL 2021