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transfer learning

5449 papers

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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

Measure and Improve Robustness in NLP Models: A Survey NAACL 2022
A Data Cartography based MixUp for Pre-trained Language Models NAACL 2022
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation NAACL 2022
Knowledge Inheritance for Pre-trained Language Models NAACL 2022
Quantifying Language Variation Acoustically with Few Resources NAACL 2022
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL 2022
Unified Semantic Typing with Meaningful Label Inference NAACL 2022
MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection NAACL 2022
Large-Scale Pre-Training for Person Re-Identification With Noisy Labels CVPR 2022
The Unsurprising Effectiveness of Pre-Trained Vision Models for Control ICML 2022
Replacing Labeled Real-Image Datasets With Auto-Generated Contours CVPR 2022
CODE: Contrastive Pre-training with Adversarial Fine-Tuning for Zero-Shot Expert Linking AAAI 2022
FETA: Towards Specializing Foundational Models for Expert Task Applications NIPS 2022
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy CVPR 2022
What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors CVPR 2022
HyperPrompt: Prompt-based Task-Conditioning of Transformers ICML 2022
Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization ICML 2022
Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations CVPR 2022
RegionCLIP: Region-Based Language-Image Pretraining CVPR 2022
Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer CVPR 2022
ContrastMask: Contrastive Learning To Segment Every Thing CVPR 2022
Physically Disentangled Intra- and Inter-Domain Adaptation for Varicolored Haze Removal CVPR 2022
Versatile Multi-Modal Pre-Training for Human-Centric Perception CVPR 2022
IndicBART: A Pre-trained Model for Indic Natural Language Generation ACL 2022
Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets ACL 2022