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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

Polite Task-oriented Dialog Agents: To Generate or to Rewrite? ACL 2022
The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift NIPS 2022
Machine Translation for a Very Low-Resource Language - Layer Freezing Approach on Transfer Learning COLING 2022
Are You Really Okay? A Transfer Learning-based Approach for Identification of Underlying Mental Illnesses NAACL 2022
Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese NAACL 2022
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation ACL 2021
The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network AAAI 2021
Visual Boundary Knowledge Translation for Foreground Segmentation AAAI 2021
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation AAAI 2021
Inference Fusion with Associative Semantics for Unseen Object Detection AAAI 2021
Learning Prediction Intervals for Model Performance AAAI 2021
Towards Reusable Network Components by Learning Compatible Representations AAAI 2021
Tailoring Embedding Function to Heterogeneous Few-Shot Tasks by Global and Local Feature Adaptors AAAI 2021
TaLNet: Voice Reconstruction from Tongue and Lip Articulation with Transfer Learning from Text-to-Speech Synthesis AAAI 2021
Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes AAAI 2021
Transfer Learning of Engagement Recognition within Robot-Assisted Therapy for Children with Autism AAAI 2021
Knowledge-Adaptation Priors NIPS 2021
Model Fusion for Personalized Learning ICML 2021
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