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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

Exploring the Capacity of a Large-scale Masked Language Model to Recognize Grammatical Errors ACL 2022
Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data ACL 2022
Low-Resource Adaptation of Open-Domain Generative Chatbots ACL 2022
TamilATIS: Dataset for Task-Oriented Dialog in Tamil ACL 2022
hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification ACL 2022
PANDAS@Abusive Comment Detection in Tamil Code-Mixed Data Using Custom Embeddings with LaBSE ACL 2022
Scaling Language Model Size in Cross-Device Federated Learning ACL 2022
Effective combination of pretrained models - KIT@IWSLT2022 ACL 2022
SSN_ARMM@ LT-EDI -ACL2022: Hope Speech Detection for Equality, Diversity, and Inclusion Using ALBERT model ACL 2022
Revisiting the Transferability of Supervised Pretraining: An MLP Perspective CVPR 2022
Few-Shot Keypoint Detection With Uncertainty Learning for Unseen Species CVPR 2022
Scaling Vision Transformers CVPR 2022
Safe Self-Refinement for Transformer-Based Domain Adaptation CVPR 2022
Point Cloud Pre-Training With Natural 3D Structures CVPR 2022
Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling CVPR 2022
DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers CVPR 2022
FLAVA: A Foundational Language and Vision Alignment Model CVPR 2022
MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-Based Visual Question Answering CVPR 2022
EnvEdit: Environment Editing for Vision-and-Language Navigation CVPR 2022
WildNet: Learning Domain Generalized Semantic Segmentation From the Wild CVPR 2022
GraftNet: Towards Domain Generalized Stereo Matching With a Broad-Spectrum and Task-Oriented Feature CVPR 2022
Knowledge Distillation With the Reused Teacher Classifier CVPR 2022
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation EMNLP 2022
Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook EMNLP 2022
MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score EMNLP 2022