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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 Classifiers for Target Domain with Limited or No Labels ICML 2019
Mining Discourse Markers for Unsupervised Sentence Representation Learning NAACL 2019
Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging NAACL 2019
Curriculum-Based Transfer Learning for an Effective End-to-End Spoken Language Understanding and Domain Portability INTERSPEECH 2019
Multimedia Simultaneous Translation System for Minority Language Communication with Mandarin INTERSPEECH 2019
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension ACL 2019
Exploring Fine-Tuned Embeddings that Model Intensifiers for Emotion Analysis NAACL 2019
Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval ICCV 2019
Rethinking ImageNet Pre-Training ICCV 2019
MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding ACL 2019
Unbabel’s Participation in the WMT19 Translation Quality Estimation Shared Task ACL 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks ACL 2019
Transfer Learning from Pre-trained BERT for Pronoun Resolution ACL 2019
Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning CVPR 2019
Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective AAAI 2019
Snapshot Distillation: Teacher-Student Optimization in One Generation CVPR 2019
Cross-lingual Language Model Pretraining NIPS 2019
TibGM: A Transferable and Information-Based Graphical Model Approach for Reinforcement Learning ICML 2019
Adaptive Transfer Network for Cross-Domain Person Re-Identification CVPR 2019
Transferable AutoML by Model Sharing Over Grouped Datasets CVPR 2019
Char-RNN for Word Stress Detection in East Slavic Languages NAACL 2019
Practical Semantic Parsing for Spoken Language Understanding NAACL 2019
What Synthesis Is Missing: Depth Adaptation Integrated With Weak Supervision for Indoor Scene Parsing ICCV 2019
Bag of Tricks for Image Classification with Convolutional Neural Networks CVPR 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems NIPS 2019