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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

TFix: Learning to Fix Coding Errors with a Text-to-Text Transformer ICML 2021
Transfer-Based Semantic Anomaly Detection ICML 2021
Commonsense Knowledge Augmentation for Low-Resource Languages via Adversarial Learning AAAI 2021
TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning AAAI 2021
Multilingual Transfer Learning for QA using Translation as Data Augmentation AAAI 2021
Meta-Transfer Learning for Low-Resource Abstractive Summarization AAAI 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021
Does Head Label Help for Long-Tailed Multi-Label Text Classification AAAI 2021
TempLe: Learning Template of Transitions for Sample Efficient Multi-task RL AAAI 2021
Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search AAAI 2021
Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization ICML 2021
An Information-Geometric Distance on the Space of Tasks ICML 2021
Meta-learning Hyperparameter Performance Prediction with Neural Processes ICML 2021
Self-Tuning for Data-Efficient Deep Learning ICML 2021
Time Series Domain Adaptation via Sparse Associative Structure Alignment AAAI 2021
Learning Transferable Visual Models From Natural Language Supervision ICML 2021
LAMDA: Label Matching Deep Domain Adaptation ICML 2021
Provable Meta-Learning of Linear Representations ICML 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER ACL 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning ACL 2021
[RETRACTED] Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training ACL 2021
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning ACL 2021
Can Generative Pre-trained Language Models Serve As Knowledge Bases for Closed-book QA? ACL 2021
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 2021
An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers ACL 2021