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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

Transfer Learning with Adaptive Online TrAdaBoost for Data Streams ACML 2021
JUST-BLUE at SemEval-2021 Task 1: Predicting Lexical Complexity using BERT and RoBERTa Pre-trained Language Models SEMEVAL 2021
The Sample Complexity of Meta Sparse Regression AISTATS 2021
UoR at SemEval-2021 Task 7: Utilizing Pre-trained DistilBERT Model and Multi-scale CNN for Humor Detection ACL 2021
Rethinking Neural Operations for Diverse Tasks NIPS 2021
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning NIPS 2021
Risk-Aware Transfer in Reinforcement Learning using Successor Features NIPS 2021
Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-training NIPS 2021
Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NIPS 2021
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection NIPS 2021
DuluthNLP at SemEval-2021 Task 7: Fine-Tuning RoBERTa Model for Humor Detection and Offense Rating ACL 2021
Stanford MLab at SemEval-2021 Task 8: 48 Hours Is All You Need ACL 2021
Robust Transfer Learning with Pretrained Language Models through Adapters IJCNLP 2021
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition IJCNLP 2021
Pre-training Methods for Neural Machine Translation IJCNLP 2021
CommitBERT: Commit Message Generation Using Pre-Trained Programming Language Model IJCNLP 2021
UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction IJCNLP 2021
MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion IJCNLP 2021
What transfers in morphological inflection? Experiments with analogical models IJCNLP 2021
Multilingual Neural Semantic Parsing for Low-Resourced Languages IJCNLP 2021
JUST-BLUE at SemEval-2021 Task 1: Predicting Lexical Complexity using BERT and RoBERTa Pre-trained Language Models IJCNLP 2021
C3SL at SemEval-2021 Task 1: Predicting Lexical Complexity of Words in Specific Contexts with Sentence Embeddings IJCNLP 2021
Sefamerve ARGE at SemEval-2021 Task 5: Toxic Spans Detection Using Segmentation Based 1-D Convolutional Neural Network Model IJCNLP 2021
Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans Detection IJCNLP 2021
Volta at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables using TAPAS and Transfer Learning IJCNLP 2021