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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Efficient Argument Structure Extraction with Transfer Learning and Active Learning ACL 2022
How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ACL 2022
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ACL 2022
Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise ACL 2022
Reusing a Multi-lingual Setup to Bootstrap a Grammar Checker for a Very Low Resource Language without Data ACL 2022
Detecting False Claims in Low-Resource Regions: A Case Study of Caribbean Islands ACL 2022
Cross-lingual Semantic Role Labelling with the Valpal database knowledge ACL 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks CVPR 2022
Robust Fine-Tuning of Zero-Shot Models CVPR 2022
Which Model To Transfer? Finding the Needle in the Growing Haystack CVPR 2022
How Well Do Sparse ImageNet Models Transfer? CVPR 2022
Task2Sim: Towards Effective Pre-Training and Transfer From Synthetic Data CVPR 2022
What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors CVPR 2022
Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives CVPR 2022
Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying EMNLP 2022
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition EMNLP 2022
Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning EMNLP 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation? EMNLP 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022
Representation Learning for Resource-Constrained Keyphrase Generation EMNLP 2022
Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien EMNLP 2022
Summarization as Indirect Supervision for Relation Extraction EMNLP 2022
Using Two Losses and Two Datasets Simultaneously to Improve TempoWiC Accuracy EMNLP 2022
Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection EMNLP 2022