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Question generation is the field of study and technology that deals with the automatic generation of questions from a given input. This can involve using algorithms or other methods to generate questions that are related to a given piece of text, a set of facts, or some other input.
Question generation has a number of applications and uses. For example, it can be used in education, where it can help students to learn and understand a given topic by generating questions that are related to the material. It can also be used in natural language processing, where it can help to improve the performance of question answering systems by generating a variety of different questions that can be used to test the system.
Question generation algorithms can use a variety of techniques, such as natural language processing, machine learning, and knowledge representation, to generate high-quality questions that are relevant to the given input. These algorithms can be trained on large datasets of questions and answers, and can be adapted to work with different domains or languages.
- Automatic question generation refers to the process of generating questions from a given input automatically, without the need for human intervention. This can involve using algorithms or other methods to analyze the input and generate one or more questions that are related to the input. Automatic question generation can be useful in a variety of applications, such as education, natural language processing, or language learning.
- Neural question generation refers to the use of neural networks, which are a type of machine learning algorithm, for the task of automatic question generation. Neural networks can be trained on large datasets of questions and answers, and can learn to generate high-quality questions that are related to the input. Neural question generation algorithms can be adapted to work with different domains or languages, and can be integrated into a variety of applications or systems.
- Question generation system is a specific type of system or tool that is designed to automatically generate questions from a given input. This can include things like software programs, online tools, or API-based services that allow users to input text or other data and generate questions that are related to the input. Question generation systems can use a variety of techniques, such as natural language processing or machine learning, to generate high-quality questions that are relevant to the input.
- Question generation tools are specific types of tools or applications that can be used to generate questions automatically. These can include things like software programs, online tools, or API-based services that allow users to input text or other data and generate questions that are related to the input. Question generation tools can be useful for a variety of applications, such as education, natural language processing, or language learning.
- Question generation engine is a specific type of system or algorithm that is designed to generate questions from a given input. This can include things like natural language processing algorithms, machine learning algorithms, or knowledge representation frameworks that are specifically designed to generate questions from a given input. Question generation engines can be integrated into a variety of applications or systems, and can be adapted to work with different domains or languages.
- Question generator is a specific type of system or tool that is designed to automatically generate questions from a given input. This can include things like software programs, online tools, or API-based services that allow users to input text or other data and generate questions that are related to the input. Question generators can use a variety of techniques, such as natural language processing or machine learning, to generate high-quality questions that are relevant to the input. Question generators can be useful in a variety of applications, such as education, natural language processing, or language learning.
Resources:
- questiongeneration.org .. question generation research website
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