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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

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
Robust Transfer Learning with Pretrained Language Models through Adapters ACL 2021
On the differences between BERT and MT encoder spaces and how to address them in translation tasks ACL 2021
Many-to-English Machine Translation Tools, Data, and Pretrained Models ACL 2021
Meta Learning and Its Applications to Natural Language Processing ACL 2021
Pre-training Methods for Neural Machine Translation ACL 2021
Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 ACL 2021
IMS’ Systems for the IWSLT 2021 Low-Resource Speech Translation Task ACL 2021