Issues
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Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners
#171 opened by toriving - 0
FINETUNED LANGUAGE MODELS ARE ZERO-SHOT LEARNERS
#170 opened by toriving - 1
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Iterative Self-Learning: Semi-Supervised Improvement to Dataset Volumes and Model Accuracy
#166 opened by toriving - 1
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Self-Tuning for Data-Efficient Deep Learning
#165 opened by toriving - 1
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AlphaMatch: Improving Consistency for Semi-supervised Learning with Alpha-divergence
#163 opened by toriving - 0
A Survey of Data Augmentation Approaches for NLP
#161 opened by toriving - 1
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A Survey on Deep Semi-supervised Learning
#158 opened by toriving - 2
A survey on semi-supervised learning
#157 opened by toriving - 2
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogues
#156 opened by toriving - 0
An Attention Free Transformer
#155 opened by toriving - 0
Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax
#154 opened by toriving - 0
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AUTOPROMPT: Eliciting Knowledge from Language Models with Automatically Generated Prompts
#152 opened by toriving - 0
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In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning
#151 opened by toriving - 0
WARP: Word-level Adversarial ReProgramming
#150 opened by toriving - 3
GPT Understands, Too
#130 opened by toriving - 0
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity
#142 opened by toriving - 1
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Meta-tuning Language Models to Answer Prompts Better
#146 opened by toriving - 2
How Many Data Points is a Prompt Worth?
#131 opened by toriving - 0
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Pay Attention to MLPs
#144 opened by toriving - 0
FNet: Mixing Tokens with Fourier Transforms
#143 opened by toriving - 0
DEXPERTS: On-the-Fly Controlled Text Generation with Experts and Anti-Experts
#141 opened by toriving - 0
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BLEURT: Learning Robust Metrics for Text Generation
#132 opened by toriving - 0
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FMix: Enhancing Mixed Sample Data Augmentation
#136 opened by toriving - 0
SuperMix: Supervising the Mixing Data Augmentation
#135 opened by toriving - 0
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Zero-Shot Text-to-Image Generation
#128 opened by toriving - 3
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples
#123 opened by toriving - 0
META BACK-TRANSLATION
#127 opened by toriving - 0