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Transfer Learning

130 directly classified papers

Papers per year

Papers

Low Resource Sequence Tagging using Sentence Reconstruction ACL 2020
Don’t Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings EMNLP 2020
UDapter: Language Adaptation for Truly Universal Dependency Parsing EMNLP 2020
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU EMNLP 2020
Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020
Transformer Based Multi-Source Domain Adaptation EMNLP 2020
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization EMNLP 2020
Using the Past Knowledge to Improve Sentiment Classification EMNLP 2020
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers EMNLP 2020
Network-to-Network Translation with Conditional Invertible Neural Networks NIPS 2020
Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems AAAI 2020
Brain-Mediated Transfer Learning of Convolutional Neural Networks AAAI 2020
Hierarchical Granularity Transfer Learning NIPS 2020
Learning Optimal Representations with the Decodable Information Bottleneck NIPS 2020
QuASE: Question-Answer Driven Sentence Encoding ACL 2020
Cross-Cultural Transfer Learning for Text Classification EMNLP 2019
Transferable Interactiveness Knowledge for Human-Object Interaction Detection CVPR 2019
Assessing Back-Translation as a Corpus Generation Strategy for non-English Tasks: A Study in Reading Comprehension and Word Sense Disambiguation ACL 2019
Zero-Shot Task Transfer CVPR 2019
Zero-Shot Neural Transfer for Cross-Lingual Entity Linking AAAI 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP 2019
Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning EMNLP 2019
FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction NIPS 2018
Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages? EMNLP 2018
Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis NIPS 2017