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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

Do Vision Transformers See Like Convolutional Neural Networks? NIPS 2021
On Plasticity, Invariance, and Mutually Frozen Weights in Sequential Task Learning NIPS 2021
A Theoretical Analysis of Fine-tuning with Linear Teachers NIPS 2021
Scalable Diverse Model Selection for Accessible Transfer Learning NIPS 2021
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning NIPS 2021
Training Neural Networks with Fixed Sparse Masks NIPS 2021
On the logistical difficulties and findings of Jopara Sentiment Analysis NAACL 2021
Optum at MEDIQA 2021: Abstractive Summarization of Radiology Reports using simple BART Finetuning NAACL 2021
SB_NITK at MEDIQA 2021: Leveraging Transfer Learning for Question Summarization in Medical Domain NAACL 2021
UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization NAACL 2021
Claim Detection in Biomedical Twitter Posts NAACL 2021
Leveraging English Word Embeddings for Semi-Automatic Semantic Classification in Nêhiyawêwin (Plains Cree) NAACL 2021
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization NAACL 2021
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation EMNLP 2021
Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision EMNLP 2021
Unsupervised Paraphrasing with Pretrained Language Models EMNLP 2021
Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding EMNLP 2021
Knowledge Base Completion Meets Transfer Learning EMNLP 2021
On the Influence of Masking Policies in Intermediate Pre-training EMNLP 2021
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model EMNLP 2021
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning EMNLP 2021
Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection NAACL 2021
Data and Model Distillation as a Solution for Domain-transferable Fact Verification NAACL 2021
Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality NAACL 2021
Self-Alignment Pretraining for Biomedical Entity Representations NAACL 2021