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Transfer Learning

8078 directly classified papers

Papers per year

Papers

MultiFiT: Efficient Multi-lingual Language Model Fine-tuning EMNLP 2019
Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text EMNLP 2019
Patient Knowledge Distillation for BERT Model Compression EMNLP 2019
WikiCREM: A Large Unsupervised Corpus for Coreference Resolution EMNLP 2019
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling EMNLP 2019
The Label Complexity of Active Learning from Observational Data NIPS 2019
Better Transfer Learning with Inferred Successor Maps NIPS 2019
Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework EMNLP 2019
Computer Assisted Annotation of Tension Development in TED Talks through Crowdsourcing 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
Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer NIPS 2019
What Can ResNet Learn Efficiently, Going Beyond Kernels? NIPS 2019
Hyperparameter Learning via Distributional Transfer NIPS 2019
Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation NIPS 2019
Two Generator Game: Learning to Sample via Linear Goodness-of-Fit Test NIPS 2019
The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers NIPS 2019
Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling ACL 2019
PANLP at MEDIQA 2019: Pre-trained Language Models, Transfer Learning and Knowledge Distillation ACL 2019
Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment ACL 2019
Anonymized BERT: An Augmentation Approach to the Gendered Pronoun Resolution Challenge ACL 2019
Auto-Encoding Variational Neural Machine Translation ACL 2019
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model ACL 2019
Learning to Reconstruct People in Clothing From a Single RGB Camera CVPR 2019
Distilled Person Re-Identification: Towards a More Scalable System CVPR 2019