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transfer learning

5449 papers

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TL

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Transfer Fine-Tuning: A BERT Case Study IJCNLP 2019
Visualizing and Understanding the Effectiveness of BERT IJCNLP 2019
Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer IJCNLP 2019
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping IJCNLP 2019
Transfer Learning Between Related Tasks Using Expected Label Proportions IJCNLP 2019
Social IQa: Commonsense Reasoning about Social Interactions EMNLP 2019
BSNLP2019 Shared Task Submission: Multisource Neural NER Transfer ACL 2019
Searching for Effective Neural Extractive Summarization: What Works and What’s Next ACL 2019
Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning IJCAI 2019
Out-of-sample Node Representation Learning for Heterogeneous Graph in Real-time Android Malware Detection IJCAI 2019
Patient Knowledge Distillation for BERT Model Compression EMNLP 2019
Towards Fluid Machine Intelligence: Can We Make a Gifted AI? AAAI 2019
RDPD: Rich Data Helps Poor Data via Imitation IJCAI 2019
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling EMNLP 2019
Cross-Cultural Transfer Learning for Text Classification EMNLP 2019
Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja EMNLP 2019
The Woman Worked as a Babysitter: On Biases in Language Generation EMNLP 2019
Image Generation From Small Datasets via Batch Statistics Adaptation ICCV 2019
Unsupervised Pre-Training of Image Features on Non-Curated Data ICCV 2019
Objects365: A Large-Scale, High-Quality Dataset for Object Detection ICCV 2019
Cousin Network Guided Sketch Recognition via Latent Attribute Warehouse AAAI 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages EMNLP 2019
Detecting Unseen Visual Relations Using Analogies ICCV 2019
Hyperparameter Learning via Distributional Transfer NIPS 2019
Transferable Representation Learning in Vision-and-Language Navigation ICCV 2019