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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

Finding Skill Neurons in Pre-trained Transformer-based Language Models EMNLP 2022
An Empirical Study on the Transferability of Transformer Modules in Parameter-efficient Fine-tuning EMNLP 2022
CISLR: Corpus for Indian Sign Language Recognition EMNLP 2022
Adapting a Language Model While Preserving its General Knowledge EMNLP 2022
Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure EMNLP 2022
Multimodal Robustness for Neural Machine Translation EMNLP 2022
ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation EMNLP 2022
GPS: Genetic Prompt Search for Efficient Few-Shot Learning EMNLP 2022
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling EMNLP 2022
Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario EMNLP 2022
Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning EMNLP 2022
A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion EMNLP 2022
Knowledge Distillation: A Good Teacher Is Patient and Consistent CVPR 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks ICML 2022
Generalised Policy Improvement with Geometric Policy Composition ICML 2022
A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space ACL 2022
Multilingual unsupervised sequence segmentation transfers to extremely low-resource languages ACL 2022
Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing ACL 2022
XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding ACL 2022
Knowledge-Augmented Methods for Natural Language Processing ACL 2022
CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations ACL 2022
Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022
Fine-tuning pre-trained models for Automatic Speech Recognition, experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) ACL 2022
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages EMNLP 2022
Efficiently Tuned Parameters Are Task Embeddings EMNLP 2022