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transfer learning

5449 papers

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TL

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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

Transfer Learning Parallel Metaphor using Bilingual Embeddings EMNLP 2022
Using Two Losses and Two Datasets Simultaneously to Improve TempoWiC Accuracy EMNLP 2022
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification EMNLP 2022
CEIA-NLP at CASE 2022 Task 1: Protest News Detection for Portuguese EMNLP 2022
What do Large Language Models Learn beyond Language? EMNLP 2022
FPT: Improving Prompt Tuning Efficiency via Progressive Training EMNLP 2022
Improving Few-Shot Domain Transfer for Named Entity Disambiguation with Pattern Exploitation EMNLP 2022
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