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Contributors to Transformer Model
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Which contributor to the Transformer model is most recognized for their work on the attention mechanism that underpins its architecture?

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Choose the Best Answer

A

Ashish Vaswani

B

Noam Shazeer

C

Niki Parmar

D

Jakob Uszkoreit

Understanding the Answer

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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

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