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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022 ACL 2022
Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages ACL 2022
Multilingual unsupervised sequence segmentation transfers to extremely low-resource languages ACL 2022
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues ACL 2022
Team DMG at CMCL 2022 Shared Task: Transformer Adapters for the Multi- and Cross-Lingual Prediction of Human Reading Behavior ACL 2022
Mixed-effects transformers for hierarchical adaptation EMNLP 2022
Learning to Adapt to Low-Resource Paraphrase Generation EMNLP 2022
Predicting Prerequisite Relations for Unseen Concepts EMNLP 2022
Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup EMNLP 2022
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset EMNLP 2022
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models EMNLP 2022
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios EMNLP 2022
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 EMNLP 2022
DINE: Domain Adaptation From Single and Multiple Black-Box Predictors CVPR 2022
Learning Video Representations of Human Motion From Synthetic Data CVPR 2022
Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation CVPR 2022
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks CVPR 2022
Adaptive Trajectory Prediction via Transferable GNN CVPR 2022
Learngene: From Open-World to Your Learning Task AAAI 2022
GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation AAAI 2022
Explainable Planner Selection for Classical Planning AAAI 2022
Towards Building ASR Systems for the Next Billion Users AAAI 2022
XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge AAAI 2022
TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for Improving Financial Inclusion AAAI 2022
Towards Responsible Natural Language Annotation for the Varieties of Arabic ACL 2022