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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

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
Arabic Dialect Identification and Sentiment Classification using Transformer-based Models EMNLP 2022
NGU CNLP atWANLP 2022 Shared Task: Propaganda Detection in Arabic EMNLP 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing EMNLP 2022
RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning EMNLP 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis EMNLP 2022
AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning EMNLP 2022