Identify whether a question is essay format
using AI
Below is a free classifier to identify whether a question is essay format. Just input your text, and our AI will predict if the question is in essay format - in just seconds.
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Get started
import nyckel
credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("whether-a-question-is-essay-format-identifier", "your_text_here", credentials)
fetch('https://www.nyckel.com/v1/functions/whether-a-question-is-essay-format-identifier/invoke', {
method: 'POST',
headers: {
'Authorization': 'Bearer ' + 'YOUR_BEARER_TOKEN',
'Content-Type': 'application/json',
},
body: JSON.stringify(
{"data": "your_text_here"}
)
})
.then(response => response.json())
.then(data => console.log(data));
curl -X POST \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_BEARER_TOKEN" \
-d '{"data": "your_text_here"}' \
https://www.nyckel.com/v1/functions/whether-a-question-is-essay-format-identifier/invoke
How this classifier works
To start, input the text that you'd like analyzed. Our AI tool will then predict if the question is in essay format.
This pretrained text model uses a Nyckel-created dataset and has 2 labels, including Essay Format and Non-Essay Format.
We'll also show a confidence score (the higher the number, the more confident the AI model is around if the question is in essay format).
Whether you're just curious or building whether a question is essay format detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify whether a question is essay format at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Automated Grading Systems: This function can be utilized in educational settings to assess student submissions automatically. By classifying whether a question is in essay format, it enables the grading system to apply different evaluation criteria appropriate for essays versus multiple-choice or short-answer questions.
- Content Filtering for Online Exams: The binary classification function can help online examination platforms ensure that question formats are consistent. By identifying whether a question is in essay format, the system can prompt the exam-taker to select the appropriate answer format or provide guidance for essay responses.
- Curriculum Development Tools: Educators and curriculum designers can use this function to analyze question banks for variety and balance in assessment type. By reflecting on the proportion of essay vs. non-essay formatted questions, they can better tailor assessments to meet learning objectives.
- Chatbot Integration for FAQ Handling: In customer service, a chatbot can leverage this classification to route inquiries appropriately. If a user’s question is recognized as needing an essay-like response, the chatbot could escalate it to a human representative for a more personalized reply.
- Research and Data Analysis: Researchers analyzing educational materials can categorize questions to evaluate trends in assessment styles over time. This function allows them to quickly identify and quantify the prevalence of essay questions across different subjects or levels of academia.
- E-learning Course Management: In e-learning platforms, this identifier can help tailor content by analyzing the types of assessment questions included in courses. This understanding helps course developers create balanced assessments that promote critical thinking when essay questions are employed.
- Automated Feedback Systems: This function can support systems that provide feedback on submissions. By determining whether a response is in essay format, such systems can generate tailored feedback suggestions specifically aimed at improving essay writing skills.