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Showing 51–66 of 66 papers

TitleStatusHype
A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis—0
BERMo: What can BERT learn from ELMo?—0
General Cross-Architecture Distillation of Pretrained Language Models into Matrix EmbeddingsCode0
STraTA: Self-Training with Task Augmentation for Better Few-shot LearningCode0
Detecting Adversarial Text Attacks via SHapley Additive exPlanations—0
Distilling BERT for low complexity network training—0
Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance LevelCode0
Objective-Based Hierarchical Clustering of Deep Embedding Vectors—0
Noisy Text Data: Achilles’ Heel of BERT—0
Textual Data Augmentation for Efficient Active Learning on Tiny Datasets—0
Margin-Based Regularization and Selective Sampling in Deep Neural Networks—0
On the Importance of Local Information in Transformer Based Models—0
Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples—0
Noisy Text Data: Achilles' Heel of BERT—0
Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding—0
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT—0
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