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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

Deep Cascade Learning for Optimal Medical Image Feature Representation MLHC 2022
On the Transferability of Pre-trained Language Models: A Study from Artificial Datasets AAAI 2022
Sentence Simplification Capabilities of Transfer-Based Models AAAI 2022
The Computational Gauntlet of Human-Like Learning AAAI 2022
ADD: Frequency Attention and Multi-View Based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images AAAI 2022
Multi-Knowledge Aggregation and Transfer for Semantic Segmentation AAAI 2022
Can Vision Transformers Learn without Natural Images? AAAI 2022
Transferring the Contamination Factor between Anomaly Detection Domains by Shape Similarity AAAI 2022
Creativity of AI: Automatic Symbolic Option Discovery for Facilitating Deep Reinforcement Learning AAAI 2022
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers AAAI 2022
Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-trained Transformers AAAI 2022
Learning Economic Indicators by Aggregating Multi-Level Geospatial Information AAAI 2022
Learning Modular Structures That Generalize Out-of-Distribution (Student Abstract) AAAI 2022
HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract) AAAI 2022
SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract) AAAI 2022
Pretraining with Artificial Language: Studying Transferable Knowledge in Language Models ACL 2022
Cluster & Tune: Boost Cold Start Performance in Text Classification ACL 2022
Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? ACL 2022
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities ACL 2022
Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing ACL 2022
Sub-Word Alignment is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation ACL 2022
Triangular Transfer: Freezing the Pivot for Triangular Machine Translation ACL 2022
AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters ACL 2022
Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation ACL 2022
ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks ACL 2022