A Summarization Dataset of Slovak News Articles

As a well established NLP task, single-document summarization has seen significant interest in the past few years. However, most of the work has been done on English datasets... (read more)

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Methods used in the Paper


METHOD TYPE
Weight Decay
Regularization
Softmax
Output Functions
Adam
Stochastic Optimization
Multi-Head Attention
Attention Modules
Dropout
Regularization
GELU
Activation Functions
Attention Dropout
Regularization
Linear Warmup With Linear Decay
Learning Rate Schedules
Dense Connections
Feedforward Networks
Layer Normalization
Normalization
Scaled Dot-Product Attention
Attention Mechanisms
WordPiece
Subword Segmentation
Residual Connection
Skip Connections
BERT
Language Models