Learning Path
Question & Answer1
Understand Question2
Review Options3
Learn Explanation4
Explore TopicChoose the Best Answer
A
Ashish Vaswani
B
Noam Shazeer
C
Niki Parmar
D
Jakob Uszkoreit
Understanding the Answer
Let's break down why this is correct
Answer
The Transformer’s key idea is the attention mechanism, and the person most credited with its development for this model is Ashish Vaswani. In the 2017 paper that introduced the Transformer, Vaswani and his co‑authors formalized “scaled dot‑product attention” as the core building block, replacing recurrent layers with a self‑attention layer that can look at all positions in a sentence at once. This approach lets the model learn relationships between words regardless of distance, and it has become the foundation for all subsequent transformer‑based models. For example, when translating “the quick brown fox,” the attention mechanism lets the model instantly compare “quick” with “brown” and “fox” to decide the best translation, without needing to read the sentence word by word.
Detailed Explanation
Ashish Vaswani introduced the Transformer paper. Other options are incorrect because Noam Shazeer helped design the model but did not create the attention idea; Niki Parmar contributed to the paper but did not invent the attention mechanism.
Key Concepts
Transformer model
Attention mechanism
Machine translation
Topic
Contributors to Transformer Model
Difficulty
medium level question
Cognitive Level
understand
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