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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

Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies EACL 2021
T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition EACL 2021
Multidomain Pretrained Language Models for Green NLP EACL 2021
Domain adaptation in practice: Lessons from a real-world information extraction pipeline EACL 2021
Gradual Fine-Tuning for Low-Resource Domain Adaptation EACL 2021
Training and Domain Adaptation for Supervised Text Segmentation EACL 2021
Using a Frustratingly Easy Domain and Tagset Adaptation for Creating Slavic Named Entity Recognition Systems EACL 2021
Whit’s the Richt Pairt o Speech: PoS tagging for Scots EACL 2021
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks IJCNLP 2021
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction IJCNLP 2021
Transfer Learning for Sequence Generation: from Single-source to Multi-source IJCNLP 2021
Learning Language Specific Sub-network for Multilingual Machine Translation IJCNLP 2021
Many-to-English Machine Translation Tools, Data, and Pretrained Models IJCNLP 2021
BERT Goes Shopping: Comparing Distributional Models for Product Representations IJCNLP 2021
BME Submission for SIGMORPHON 2021 Shared Task 0. A Three Step Training Approach with Data Augmentation for Morphological Inflection IJCNLP 2021
Bridge-Based Active Domain Adaptation for Aspect Term Extraction IJCNLP 2021
Parameter-Efficient Transfer Learning with Diff Pruning IJCNLP 2021
StructuralLM: Structural Pre-training for Form Understanding IJCNLP 2021
PROTEST-ER: Retraining BERT for Protest Event Extraction IJCNLP 2021
Extracting Events from Industrial Incident Reports IJCNLP 2021
Predicting the Success of Domain Adaptation in Text Similarity IJCNLP 2021
On Data Efficiency of Meta-learning AISTATS 2021
PNPDet: Efficient Few-Shot Detection Without Forgetting via Plug-and-Play Sub-Networks WACV 2021
Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation WACV 2021
Task-Assisted Domain Adaptation With Anchor Tasks WACV 2021