BERT2D: Two Dimensional Positional Embeddings for Efficient Turkish NLP

Keyphrases

• Two Dimensional 100%
• Positional Embedding 100%
• Turkish NLP 100%
• BERT Model 75%
• Embedded Systems 50%
• Morphologically Rich Languages 50%
• Performance Metrics 25%
• Natural Language Processing 25%
• Model Use 25%
• Text Classification 25%
• Encoder 25%
• Downstream Task 25%
• Subword 25%
• Language Model 25%
• Question Answering 25%
• Fair Comparison 25%
• Pre-trained Language Model 25%
• Promising Direction 25%
• Whole Word Masking 25%
• Dual Embedding 25%
• Token Classification 25%
• Complex Language 25%

Computer Science

• Bidirectional Encoder Representations From Transformers 100%
• Language Modeling 66%
• Natural Language Processing 33%
• Text Classification 33%
• Performance Metric 33%
• Fair Comparison 33%