Example of Using Formality Features in Machine Translation
An example of an early prompting method involves using a hand-crafted feature to specify text formality. For instance, a feature indicating whether a text is formal or informal can be fed into a machine translation system. This input conditions the system to generate a translation that matches the specified level of formality.
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Ch.4 Alignment - Foundations of Large Language Models
Foundations of Large Language Models
Computing Sciences
Foundations of Large Language Models Course
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Example of Using Formality Features in Machine Translation
An engineer is building a system to generate automated email replies for a small set of common customer support issues (e.g., password resets, billing inquiries). The system works by taking key information from the customer's email (like name and account number) and inserting it into pre-written, fixed response structures. Which statement best analyzes the primary limitation of this method if the company wanted to expand it to handle all possible customer inquiries?
Designing a Template-Based Text Generator
Analyzing an Early Machine Translation System
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A machine translation system is designed to translate the English sentence 'Hey, what's up?' into French. In addition to the English sentence, the system accepts a special input to guide the tone of the translation. If this special input is set to 'formal', which of the following French translations is the system most likely to generate?
Controlling Translation Formality
Improving a Customer Support Translation System