Practice Questions
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Which of the following statements best reflects the ethical considerations of contributors to the Transformer model in AI development?
The main ethical rule is to promote fairness and reduce bias. Other options are incorrect because It assumes that profit is the biggest priority; This...
Which of the following statements best describes the contributions of GPT-3 to the development of Transformer models while also addressing ethical considerations in AI?
GPT-3 pushed the limits of language understanding, showing how large Transformers can generate fluent text. Other options are incorrect because Many p...
Which of the following contributors to the Transformer Model has significantly impacted communication technologies in business applications through advancements in machine learning?
All three organizations released research that built on the Transformer idea. Other options are incorrect because The company behind YouTube started t...
Which of the following contributors to the Transformer model significantly influenced the development of GPT-3, particularly in the context of natural language processing and machine learning applications?
Brown et al. Other options are incorrect because Vaswani et al; Kingma and Ba 2014 introduced Adam, an optimizer that helps models learn faster....
How did the attention mechanism in the Transformer model revolutionize machine learning applications in the context of communication?
Attention lets the model see all words at once and decide which ones matter most. Other options are incorrect because People think attention cuts trai...
Order the following contributors to the Transformer model based on the timeline of their contributions to its development, starting from the initial proposal to its widespread adoption.
Ashish Vaswani first proposed the Transformer in the landmark paper "Attention Is All You Need." After that, Noam Shazeer helped design the model’s ar...
If A represents the foundational idea of the Transformer model as proposed by Vaswani et al., and B represents the implementation techniques used in various applications, what does C represent when considering the contributions from Shazeer, Parmar, and Uszkoreit?
Shazeer, Parmar, and Uszkoreit worked together to improve the Transformer’s design, adding new tricks that made the model stronger and easier to use. ...
Which statement best describes the contribution of the Transformer model's developers to modern NLP?
The Transformer creators used a new idea called attention, which lets the model look at all words in a sentence and choose which ones matter most. Oth...
What is the primary reason the Transformer model has significantly improved machine translation tasks compared to previous models?
The Transformer uses a self‑attention mechanism. Other options are incorrect because Some think Transformers use only recurrent neural networks (RNNs)...
Which of the following contributors to the Transformer model is best known for introducing the concept of self-attention, which allows the model to weigh the importance of different words in a sentence?
Ashish Vaswani introduced the idea of self‑attention in the paper "Attention Is All You Need". Other options are incorrect because People sometimes th...
Which of the following individuals were significant contributors to the development of the Transformer model? (Select all that apply)
The original paper "Attention Is All You Need" was written by Ashish Vaswani, Noam Shazeer, and Niki Parmar. Other options are incorrect because Geoff...
Which contributor to the Transformer model is most recognized for their work on the attention mechanism that underpins its architecture?
Ashish Vaswani wrote the paper that first described the Transformer. Other options are incorrect because Noam Shazeer worked on parts of the Transform...
Imagine you are developing a new machine translation system and you want to implement a Transformer model. Which of the following components, introduced by the key contributors, is essential for allowing the model to focus on different parts of the input sequence when generating output?
The self‑attention mechanism lets each word look at every other word and decide how important it is. Other options are incorrect because Convolutional...
The Transformer model, introduced in the paper 'Attention Is All You Need', primarily revolutionized the field of _______ by allowing for parallelization in training and improving the handling of long-range dependencies.
Transformers use an attention mechanism that lets each word look at every other word in the sentence at the same time. Other options are incorrect bec...
Master Contributors to Transformer Model
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