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A Survey of Data Augmentation Approaches for NLP
2021
Not yet
Survey
Topic: Augmentation
#161
opened Jul 18, 2021 by
toriving
A Survey on Deep Semi-supervised Learning
2021
Not yet
Survey
Topic: NLU
Topic: Semi-supervised
#158
opened Jun 15, 2021 by
toriving
Data Augmentation for Text Generation Without Any Augmented Data
2021
Not yet
Topic: Augmentation
Topic: Generation
#153
opened Jun 7, 2021 by
toriving
WARP: Word-level Adversarial ReProgramming
2021
Not yet
Topic: NLU
Topic: Prompt
#150
opened May 27, 2021 by
toriving
Divide and Contrast: Self-supervised Learning from Uncurated Data
2021
Not yet
Topic: Computer Vision
Topic: Semi-supervised
#148
opened May 22, 2021 by
toriving
UNDISTILLABLE: MAKING A NASTY TEACHER THAT CANNOT TEACH STUDENTS
2021
ICLR
Not yet
Topic: Computer Vision
#147
opened May 22, 2021 by
toriving
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them
2021
Not yet
Topic: Augmentation
Topic: Generation
Topic: NLU
#145
opened May 20, 2021 by
toriving
Pay Attention to MLPs
2021
Not yet
Topic: Generation
Topic: NLU
#144
opened May 19, 2021 by
toriving
FNet: Mixing Tokens with Fourier Transforms
2021
Not yet
Topic: Generation
Topic: NLU
#143
opened May 17, 2021 by
toriving
DEXPERTS: On-the-Fly Controlled Text Generation with Experts and Anti-Experts
2021
ACL
Not yet
Topic: Generation
#141
opened May 14, 2021 by
toriving
The Power of Scale for Parameter-Efficient Prompt Tuning
2021
Not yet
Topic: NLU
Topic: Prompt
#140
opened Apr 22, 2021 by
toriving
AdaPrompt: Adaptive Prompt-based Finetuning for Relation Extraction
2021
Not yet
Topic: NLU
#139
opened Apr 22, 2021 by
toriving
Factual Probing Is [MASK]: Learning vs. Learning to Recall
2021
NAACL
Not yet
Topic: NLU
#138
opened Apr 14, 2021 by
toriving
ResizeMix: Mixing Data with Preserved Object Information and True Labels
2020
Not yet
Topic: Augmentation
Topic: Computer Vision
#137
opened Mar 30, 2021 by
toriving
FMix: Enhancing Mixed Sample Data Augmentation
2021
Not yet
Topic: Augmentation
Topic: Computer Vision
#136
opened Mar 30, 2021 by
toriving
SuperMix: Supervising the Mixing Data Augmentation
2021
Not yet
Topic: Augmentation
Topic: Computer Vision
Topic: Semi-supervised
#135
opened Mar 30, 2021 by
toriving
Barlow Twins: Self-Supervised Learning via Redundancy Reduction
2021
Not yet
Topic: NLU
Topic: Semi-supervised
#134
opened Mar 30, 2021 by
toriving
Improving and Simplifying Pattern Exploiting Training
2021
Not yet
Topic: Generation
Topic: NLU
#133
opened Mar 30, 2021 by
toriving
CTRLSUM: TOWARDS GENERIC CONTROLLABLE TEXT SUMMARIZATION
2020
Not yet
Topic: Generation
#129
opened Mar 23, 2021 by
toriving
Zero-Shot Text-to-Image Generation
2021
Not yet
Topic: Computer Vision
Topic: Generation
Topic: NLU
#128
opened Mar 7, 2021 by
toriving
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