Identify if text message needs clarification
using AI
Below is a free classifier to identify if text message needs clarification. Just input your text, and our AI will predict if the message requires clarification - in just seconds.
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Or, use Nyckel to build highly-accurate custom classifiers in just minutes. No PhD required.
Get started
import nyckel
credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("if-text-message-needs-clarification", "your_text_here", credentials)
fetch('https://www.nyckel.com/v1/functions/if-text-message-needs-clarification/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/if-text-message-needs-clarification/invoke
How this classifier works
To start, input the text that you'd like analyzed. Our AI tool will then predict if the message requires clarification.
This pretrained text model uses a Nyckel-created dataset and has 2 labels, including Clear and Needs Clarifying.
We'll also show a confidence score (the higher the number, the more confident the AI model is around if the message requires clarification).
Whether you're just curious or building if text message needs clarification detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify if text message needs clarification at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Customer Support Query Triage: This use case involves automatically identifying messages from customers that require further clarification before resolving their issues. By flagging ambiguous inquiries, support teams can prioritize and direct their responses more efficiently, ensuring a quicker resolution and enhancing customer satisfaction.
- Market Research Insights: In gathering consumer feedback through surveys or social media, this function can pinpoint comments that lack clarity. Researchers can then follow up on these responses to gain more precise insights, leading to better-informed product development and marketing strategies.
- Social Media Engagement Optimization: Brands can utilize this function to identify comments or messages on social media that may confuse their audience. By proactively seeking clarification on unclear posts, companies can improve audience engagement and foster a more constructive conversation around their brand.
- Legal Document Review: In legal settings, text messages or emails often require additional explanations to interpret terms accurately. This function can identify such messages, enabling legal teams to request clarifications, thereby minimizing misunderstandings and potential legal disputes.
- E-Learning Feedback Improvement: In educational environments, instructors can use this function to detect student feedback that lacks clarity. By addressing these unclear messages, educators can enhance their understanding of student challenges and improve course content or instructional methods accordingly.
- Cross-Department Communication Enhancement: Within organizations, miscommunication can lead to project delays or errors. This function can identify interdepartmental messages needing clarification, allowing teams to resolve ambiguities quickly and promote smoother collaboration across departments.
- Automated Report Generation: In data reporting or analytics, this function can help identify any unclear textual explanations or narratives within reports. By highlighting areas needing clarification, organizations can ensure that reports convey clear and actionable insights to stakeholders, improving decision-making processes.