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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Learning Multi-Task Communication with Message Passing for Sequence Learning AAAI 2019
Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019
Improving Black-box Adversarial Attacks with a Transfer-based Prior NIPS 2019
Transfer Anomaly Detection by Inferring Latent Domain Representations NIPS 2019
Zero-Shot Semantic Segmentation NIPS 2019
UER: An Open-Source Toolkit for Pre-training Models IJCNLP 2019
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis IJCNLP 2019
Pre-Training BERT on Domain Resources for Short Answer Grading IJCNLP 2019
PRADO: Projection Attention Networks for Document Classification On-Device IJCNLP 2019
Social IQa: Commonsense Reasoning about Social Interactions IJCNLP 2019
Cross-Cultural Transfer Learning for Text Classification IJCNLP 2019
Investigating Multilingual NMT Representations at Scale IJCNLP 2019
Exploiting Multilingualism through Multistage Fine-Tuning for Low-Resource Neural Machine Translation IJCNLP 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages IJCNLP 2019
Cognitive model priors for predicting human decisions ICML 2019
A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages IJCNLP 2019
Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation ICML 2019
Task-Agnostic Dynamics Priors for Deep Reinforcement Learning ICML 2019
Training Deep Networks on Domain Randomized Synthetic X-ray Data for Cardiac Interventions MIDL 2019
Data Augmentation with Atomic Templates for Spoken Language Understanding IJCNLP 2019
Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models? INTERSPEECH 2019
Far-Field End-to-End Text-Dependent Speaker Verification Based on Mixed Training Data with Transfer Learning and Enrollment Data Augmentation INTERSPEECH 2019
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition INTERSPEECH 2019
Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia INTERSPEECH 2019
Active Domain Randomization CORL 2019